{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\Data Replication File Materials (JPART)\Output\Administrative Bias.APPENDIX C.02-01-2026.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 1 Feb 2026, 17:44:58
{txt}
{com}. 
. 
. 
. 
. 
. * APPENDIX C: INVESTIGATING SUB-MECHANISMS, II: DIFFERENTIAL GUBERNATORIAL PARTISAN APPOINTMENT AUTNORITY EFFECTS BASED ON (1) GOVERNORS' PRIOR BUSINESS EXPERIENCE, (2) STATE UI AGENCY HEAD'S PRIOR EXPERIENCE, and (3) NEITHER (1) or (2) [BASELINE EFFECTS] 
. 
. 
. 
. 
. 
. 
. 
. *** Retrieve "ADMINISTRATIVE BIAS" MANUSCRIPT Statistical Database [07-07-2025]  ***
. 
. use "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\Data Replication File Materials (JPART)\Data\Admin_Bias.MANUSCRIPT DATABASE.07-07-2025.dta", clear
{txt}
{com}. 
. 
. 
. *** SET DATA TO PANEL STRUCTURE  ***
. 
. xtset state_numident year, yearly
{res}
{col 1}{txt:Panel variable: }{res:state_numident}{txt: (unbalanced)}
{p 1 16 2}{txt:Time variable: }{res:year}{txt:, }{res:{bind:2002}}{txt: to }{res:{bind:2021}}{txt:, but with a gap}{p_end}
{txt}{col 10}Delta: {res}1 year
{txt}
{com}. 
. *
. *
. *
. 
. **** COMPARISON OF INEQUALITY BIAS IN ADMINISTRATIVE ERROR DETECTION BETWEEN TARGETING CLAIMANT OVERPAYMENTS: 
. 
. 
. 
. 
. ****  APPENDIX C: CONDITIONAL GOVERNOR & STATE UI AGENCY HEAD BUSINESS BACKGROUND EFFECT MULTIPLICATIVE MODELS [MODELS C1 & C2]: DISTINCTIONS BETWEEN NON-PARTISAN AND PARTISAN DIRECT GUBERNATORIAL APPOINTMENT AUTHORITY  **** 
. 
. 
. 
. 
. 
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. 
. *** MODELS C1 & C2: BENEFIT OVERPAYMENT ERROR DETECTION BY STATE UIP AGENCY-INITIATION [CLAIMANT-/NON-FRAUD] -- AMOUNTS IN 2010 CONSTANT-DOLLAR TERMS --- DISTINCTIONS BETWEEN GUBERNATORIAL APPOINTMENT AUTHORITY: PARTISAN DISTINCTIONS *** 
. *** 
. 
. 
. 
. ** LACK OF BUSINESS EXPERIENCE FOR BOTH GOVERNORS AND STATE UI AGENCY HEADS DECRIPTIVE STATISTICS **
. 
. 
. * compute descriptive statistics & correlations for overall measure and within-state measures for each dependent variable [broken down by each appointment regime] *
.  
.  
. * non-direct gubernatorial appointment regime & Governor with No Business Experience & State UI Agency Head with No Business Experience [gubapptauth_partisan_rescaled3==0 & gov_biz_binary==0 & uihead_biz_binary==0] * 
. 
. * [FULL SAMPLE] *2770152.8 
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==0 & uihead_biz_binary==0, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 39267.18       247.3008
{txt} 5%    {res} 965718.7       39267.18
{txt}10%    {res}  1333415       718059.3       {txt}Obs         {res}        107
{txt}25%    {res}  2373920       781484.4       {txt}Sum of wgt. {res}        107

{txt}50%    {res}  3571499                      {txt}Mean          {res} 1.45e+07
                        {txt}Largest       Std. dev.     {res} 3.10e+07
{txt}75%    {res}  8514236       6.94e+07
{txt}90%    {res} 5.52e+07       7.03e+07       {txt}Variance      {res} 9.62e+14
{txt}95%    {res} 6.13e+07       1.24e+08       {txt}Skewness      {res} 4.826882
{txt}99%    {res} 1.24e+08       2.49e+08       {txt}Kurtosis      {res} 33.20882

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-3.84e+07      -5.12e+07
{txt} 5%    {res}-3.21e+07      -3.84e+07
{txt}10%    {res} -7064612      -3.66e+07       {txt}Obs         {res}        107
{txt}25%    {res} -2116518      -3.27e+07       {txt}Sum of wgt. {res}        107

{txt}50%    {res}-713438.6                      {txt}Mean          {res}-317303.4
                        {txt}Largest       Std. dev.     {res} 2.21e+07
{txt}75%    {res} 653634.8       1.05e+07
{txt}90%    {res}  3413368       2.84e+07       {txt}Variance      {res} 4.86e+14
{txt}95%    {res}  6354786       6.40e+07       {txt}Skewness      {res}  5.97103
{txt}99%    {res} 6.40e+07       1.89e+08       {txt}Kurtosis      {res} 53.53916
{txt}
{com}. 
. global amtiqr_f_rescaled3_0_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_0_nobiz_nobiz
{res}2770153
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==0 & uihead_biz_binary==0
{txt}(obs=75)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.7299   1.0000

{txt}
{com}. 
. * [RESTRICTED SAMPLE] *3404812.5 
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 247.3008       247.3008
{txt} 5%    {res} 781484.4       39267.18
{txt}10%    {res} 975570.9       718059.3       {txt}Obs         {res}         75
{txt}25%    {res}  2963299       781484.4       {txt}Sum of wgt. {res}         75

{txt}50%    {res}  4030831                      {txt}Mean          {res} 1.92e+07
                        {txt}Largest       Std. dev.     {res} 3.61e+07
{txt}75%    {res} 2.31e+07       6.94e+07
{txt}90%    {res} 6.00e+07       7.03e+07       {txt}Variance      {res} 1.30e+15
{txt}95%    {res} 6.94e+07       1.24e+08       {txt}Skewness      {res} 4.023386
{txt}99%    {res} 2.49e+08       2.49e+08       {txt}Kurtosis      {res} 23.89807

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-5.12e+07      -5.12e+07
{txt} 5%    {res}-3.27e+07      -3.84e+07
{txt}10%    {res}-2.06e+07      -3.66e+07       {txt}Obs         {res}         75
{txt}25%    {res} -2900674      -3.27e+07       {txt}Sum of wgt. {res}         75

{txt}50%    {res} -1482072                      {txt}Mean          {res}-521822.3
                        {txt}Largest       Std. dev.     {res} 2.64e+07
{txt}75%    {res} 504138.5       1.05e+07
{txt}90%    {res}  4486476       2.84e+07       {txt}Variance      {res} 6.95e+14
{txt}95%    {res} 1.05e+07       6.40e+07       {txt}Skewness      {res} 5.043069
{txt}99%    {res} 1.89e+08       1.89e+08       {txt}Kurtosis      {res} 37.89148
{txt}
{com}. global amtiqr_r_rescaled3_0_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_0_nobiz_nobiz
{res}3404813
{txt}
{com}. 
. correlate detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1
{txt}(obs=75)

             {c |} de~treal w~l_omit
{hline 13}{c +}{hline 18}
detamt_clm~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.7299   1.0000

{txt}
{com}. 
. *
. *
. *
. *
. 
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * baseline gubapptauth_partisan_rescaled3==0 [Governor has No Direct Appointment Authority -- when governor & UI agency head lacks business experience]
. * [no estimated parameter] 
. 
. * w_sai_detamt_clmtreal_0.25 -->  w_sai_detamt_clmtreal_0.75 = $2,770,152.8 [FULL SAMPLE] * 
. di $amtiqr_f_rescaled3_0_nobiz_nobiz
{res}2770153
{txt}
{com}. 
. * w_sai_detamt_clmtreal_0.25 -->  w_sai_detamt_clmtreal_0.75 = $3,404,812.5 [RESTRICTED SAMPLE] * 
. di $amtiqr_r_rescaled3_0_nobiz_nobiz
{res}3404813
{txt}
{com}. *
. *
. *
. *
.  
. * Republican direct gubernatorial appointment regime & Governor with No Business Experience & State UI Agency Head with No Business Experience] 
. * [gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0] * 
. 
. * [FULL SAMPLE] *4054929.5
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 279850.9       261998.5
{txt} 5%    {res} 474322.4       279850.9
{txt}10%    {res} 601007.8         295005       {txt}Obs         {res}        176
{txt}25%    {res}  1556405       332246.9       {txt}Sum of wgt. {res}        176

{txt}50%    {res}  4218784                      {txt}Mean          {res}  8922993
                        {txt}Largest       Std. dev.     {res} 1.33e+07
{txt}75%    {res} 1.01e+07       6.87e+07
{txt}90%    {res} 2.18e+07       6.95e+07       {txt}Variance      {res} 1.78e+14
{txt}95%    {res} 3.61e+07       7.06e+07       {txt}Skewness      {res} 3.004865
{txt}99%    {res} 7.06e+07       7.48e+07       {txt}Kurtosis      {res} 12.95472

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-1.81e+07      -2.94e+07
{txt} 5%    {res}-1.52e+07      -1.81e+07
{txt}10%    {res} -9388132      -1.76e+07       {txt}Obs         {res}        176
{txt}25%    {res} -3829660      -1.66e+07       {txt}Sum of wgt. {res}        176

{txt}50%    {res}-553564.8                      {txt}Mean          {res}-542670.3
                        {txt}Largest       Std. dev.     {res} 1.02e+07
{txt}75%    {res}   225270       3.81e+07
{txt}90%    {res}  4694928       3.89e+07       {txt}Variance      {res} 1.03e+14
{txt}95%    {res} 1.72e+07       5.37e+07       {txt}Skewness      {res} 2.486456
{txt}99%    {res} 5.37e+07       5.45e+07       {txt}Kurtosis      {res} 14.11953
{txt}
{com}. global amtiqr_f_rescaled3_1_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_1_nobiz_nobiz
{res}4054929
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0
{txt}(obs=176)

             {c |} sai_de~l w_sai_~l
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~l {c |}{res}   0.6757   1.0000

{txt}
{com}. 
. 
. * [RESTRICTED SAMPLE] * 4054929.5
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 279850.9       261998.5
{txt} 5%    {res} 474322.4       279850.9
{txt}10%    {res} 601007.8         295005       {txt}Obs         {res}        176
{txt}25%    {res}  1556405       332246.9       {txt}Sum of wgt. {res}        176

{txt}50%    {res}  4218784                      {txt}Mean          {res}  8922993
                        {txt}Largest       Std. dev.     {res} 1.33e+07
{txt}75%    {res} 1.01e+07       6.87e+07
{txt}90%    {res} 2.18e+07       6.95e+07       {txt}Variance      {res} 1.78e+14
{txt}95%    {res} 3.61e+07       7.06e+07       {txt}Skewness      {res} 3.004865
{txt}99%    {res} 7.06e+07       7.48e+07       {txt}Kurtosis      {res} 12.95472

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-1.81e+07      -2.94e+07
{txt} 5%    {res}-1.52e+07      -1.81e+07
{txt}10%    {res} -9388132      -1.76e+07       {txt}Obs         {res}        176
{txt}25%    {res} -3829660      -1.66e+07       {txt}Sum of wgt. {res}        176

{txt}50%    {res}-535452.5                      {txt}Mean          {res}-540980.6
                        {txt}Largest       Std. dev.     {res} 1.02e+07
{txt}75%    {res}   225270       3.81e+07
{txt}90%    {res}  4694928       3.89e+07       {txt}Variance      {res} 1.03e+14
{txt}95%    {res} 1.72e+07       5.37e+07       {txt}Skewness      {res} 2.485964
{txt}99%    {res} 5.37e+07       5.45e+07       {txt}Kurtosis      {res} 14.11793
{txt}
{com}. global amtiqr_r_rescaled3_1_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_1_nobiz_nobiz
{res}4054929
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1
{txt}(obs=176)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.6756   1.0000

{txt}
{com}. 
. *
. *
. *
. 
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * gubapptauth_partisan_rescaled3==1 [Republican Governor Direct Appointment -- when governor & UI agency head  lacks business experience]
. * ["gubapptauth_partisan_rescaled | 1" parameter] *
. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $4,054,929.5 [FULL SAMPLE] *
. di $amtiqr_f_rescaled3_1_nobiz_nobiz
{res}4054929
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $4,054,929.5 [RESTRICTED SAMPLE] *
. di $amtiqr_r_rescaled3_1_nobiz_nobiz
{res}4054929
{txt}
{com}. *
. *
. *
. *
. *
. 
.  
. * Democratic direct gubernatorial appointment regime & Governor with No Business Experience & State UI Agency Head with No Business Experience 
. *[gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0 -- "gubapptauth_partisan_rescaled | 2" parameter] * 
. 
. * [FULL SAMPLE] *2750593.9
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 147937.9       137599.1
{txt} 5%    {res} 414436.1       139155.7
{txt}10%    {res} 566962.4       147937.9       {txt}Obs         {res}        269
{txt}25%    {res}  1496855       172050.5       {txt}Sum of wgt. {res}        269

{txt}50%    {res}  4669303                      {txt}Mean          {res} 1.41e+07
                        {txt}Largest       Std. dev.     {res} 3.68e+07
{txt}75%    {res} 1.14e+07       1.23e+08
{txt}90%    {res} 3.52e+07       1.50e+08       {txt}Variance      {res} 1.35e+15
{txt}95%    {res} 5.46e+07       2.39e+08       {txt}Skewness      {res} 8.621526
{txt}99%    {res} 1.50e+08       4.74e+08       {txt}Kurtosis      {res}  98.0034

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-3.73e+07      -4.97e+07
{txt} 5%    {res}-2.10e+07      -4.12e+07
{txt}10%    {res} -5621169      -3.73e+07       {txt}Obs         {res}        269
{txt}25%    {res} -2111204      -3.61e+07       {txt}Sum of wgt. {res}        269

{txt}50%    {res}-612510.1                      {txt}Mean          {res}  1344085
                        {txt}Largest       Std. dev.     {res} 2.91e+07
{txt}75%    {res} 639389.9       8.95e+07
{txt}90%    {res}  4273036       1.10e+08       {txt}Variance      {res} 8.49e+14
{txt}95%    {res}  8595292       1.61e+08       {txt}Skewness      {res} 10.17248
{txt}99%    {res} 1.10e+08       3.96e+08       {txt}Kurtosis      {res} 130.9902
{txt}
{com}. global amtiqr_f_rescaled3_2_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_2_nobiz_nobiz
{res}2750594
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0
{txt}(obs=269)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.8481   1.0000

{txt}
{com}. 
. * [RESTRICTED SAMPLE] *2750593.9
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 147937.9       137599.1
{txt} 5%    {res} 414436.1       139155.7
{txt}10%    {res} 566962.4       147937.9       {txt}Obs         {res}        269
{txt}25%    {res}  1496855       172050.5       {txt}Sum of wgt. {res}        269

{txt}50%    {res}  4669303                      {txt}Mean          {res} 1.41e+07
                        {txt}Largest       Std. dev.     {res} 3.68e+07
{txt}75%    {res} 1.14e+07       1.23e+08
{txt}90%    {res} 3.52e+07       1.50e+08       {txt}Variance      {res} 1.35e+15
{txt}95%    {res} 5.46e+07       2.39e+08       {txt}Skewness      {res} 8.621526
{txt}99%    {res} 1.50e+08       4.74e+08       {txt}Kurtosis      {res}  98.0034

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-3.73e+07      -4.97e+07
{txt} 5%    {res}-2.10e+07      -4.12e+07
{txt}10%    {res} -5621169      -3.73e+07       {txt}Obs         {res}        269
{txt}25%    {res} -2111204      -3.61e+07       {txt}Sum of wgt. {res}        269

{txt}50%    {res}-605283.1                      {txt}Mean          {res}  1335823
                        {txt}Largest       Std. dev.     {res} 2.91e+07
{txt}75%    {res} 639389.9       8.95e+07
{txt}90%    {res}  4273036       1.10e+08       {txt}Variance      {res} 8.49e+14
{txt}95%    {res}  8595292       1.61e+08       {txt}Skewness      {res} 10.17293
{txt}99%    {res} 1.10e+08       3.96e+08       {txt}Kurtosis      {res}  130.996
{txt}
{com}. global amtiqr_r_rescaled3_2_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_2_nobiz_nobiz
{res}2750594
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1
{txt}(obs=269)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.8481   1.0000

{txt}
{com}. *
. *
. *
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * gubapptauth_partisan_rescaled3==1 [Democratic Governor Direct Appointment -- when governor & UI agency head  lacks business experience]
. * [estimated "gubapptauth_partisan_rescaled | 2" parameter] *
. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,750,593.9 [FULL SAMPLE] * 
. di $amtiqr_f_rescaled3_2_nobiz_nobiz
{res}2750594
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,750,593.9 [RESTRICTED SAMPLE] * 
. di $amtiqr_r_rescaled3_2_nobiz_nobiz
{res}2750594
{txt}
{com}. 
. *
. *
. *
. *
. 
. 
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. ** BUSINESS EXPERIENCE FOR GOVERNORS DESCRIPTIVE STATISTICS **
. 
. 
. * compute descriptive statistics & correlations for overall measure and within-state measures for each dependent variable [broken down by each appointment regime] *
.  
.  
. * non-direct gubernatorial appointment regime & Governor with Business Experience  [gubapptauth_partisan_rescaled3==0 & gov_biz_binary==1] * 
. 
. * [FULL SAMPLE] *2271029
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 414890.4       414890.4
{txt} 5%    {res}  1278532        1190096
{txt}10%    {res}  1767220        1278532       {txt}Obs         {res}         54
{txt}25%    {res}  2117679        1525250       {txt}Sum of wgt. {res}         54

{txt}50%    {res}  3204596                      {txt}Mean          {res}  6350864
                        {txt}Largest       Std. dev.     {res}  9270864
{txt}75%    {res}  4874653       2.46e+07
{txt}90%    {res} 1.59e+07       2.86e+07       {txt}Variance      {res} 8.59e+13
{txt}95%    {res} 2.86e+07       2.96e+07       {txt}Skewness      {res} 3.228944
{txt}99%    {res} 5.30e+07       5.30e+07       {txt}Kurtosis      {res} 14.30478

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-1.66e+07      -1.66e+07
{txt} 5%    {res}-1.13e+07      -1.53e+07
{txt}10%    {res} -3218202      -1.13e+07       {txt}Obs         {res}         54
{txt}25%    {res} -1821897      -1.03e+07       {txt}Sum of wgt. {res}         54

{txt}50%    {res}-813358.8                      {txt}Mean          {res}-836777.8
                        {txt}Largest       Std. dev.     {res}  4869009
{txt}75%    {res} 449131.8        5963941
{txt}90%    {res}  3246296        7268080       {txt}Variance      {res} 2.37e+13
{txt}95%    {res}  7268080       1.28e+07       {txt}Skewness      {res}-.4454792
{txt}99%    {res} 1.31e+07       1.31e+07       {txt}Kurtosis      {res} 7.014527
{txt}
{com}. global amtiqr_f_rescaled3_0_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_0_govbiz
{res}2271029
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==1
{txt}(obs=54)

             {c |} sai_de~l w_sai_~l
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~l {c |}{res}  -0.0381   1.0000

{txt}
{com}. 
. * [RESTRICTED SAMPLE] *2754959.5
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}  1190096        1190096
{txt} 5%    {res}  1525250        1525250
{txt}10%    {res}  1809392        1767220       {txt}Obs         {res}         39
{txt}25%    {res}  2303012        1809392       {txt}Sum of wgt. {res}         39

{txt}50%    {res}  3576866                      {txt}Mean          {res}  7727992
                        {txt}Largest       Std. dev.     {res} 1.06e+07
{txt}75%    {res}  6374030       2.46e+07
{txt}90%    {res} 2.46e+07       2.86e+07       {txt}Variance      {res} 1.12e+14
{txt}95%    {res} 2.96e+07       2.96e+07       {txt}Skewness      {res} 2.670575
{txt}99%    {res} 5.30e+07       5.30e+07       {txt}Kurtosis      {res} 10.35054

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-1.66e+07      -1.66e+07
{txt} 5%    {res}-1.53e+07      -1.53e+07
{txt}10%    {res}-1.03e+07      -1.13e+07       {txt}Obs         {res}         39
{txt}25%    {res} -2272720      -1.03e+07       {txt}Sum of wgt. {res}         39

{txt}50%    {res}-843254.8                      {txt}Mean          {res} -1012952
                        {txt}Largest       Std. dev.     {res}  5690210
{txt}75%    {res} 482239.5        5963941
{txt}90%    {res}  5963941        7268080       {txt}Variance      {res} 3.24e+13
{txt}95%    {res} 1.28e+07       1.28e+07       {txt}Skewness      {res}-.3048292
{txt}99%    {res} 1.31e+07       1.31e+07       {txt}Kurtosis      {res} 5.234664
{txt}
{com}. global amtiqr_r_rescaled3_0_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_0_govbiz
{res}2754960
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==1 & nonpartisan_gubapprove!=1
{txt}(obs=39)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}  -0.0364   1.0000

{txt}
{com}. *
. *
. *
. 
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * baseline gubapptauth_partisan_rescaled3==0 [Governor has No Direct Appointment Authority -- when governor has business experience & UI agency head lacks business experience 
. * [gubapptauth_partisan_rescaled3*gov_biz_binary] *
. 
. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,271,028.8 [FULL SAMPLE] * 
. di $amtiqr_f_rescaled3_0_govbiz
{res}2271029
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,754,959.5 [RESTRICTED SAMPLE] * 
. di $amtiqr_r_rescaled3_0_govbiz
{res}2754960
{txt}
{com}. *
. *
. *
.  
. * Republican direct gubernatorial appointment regime & Governor with Business Experience  
. * Republican direct gubernatorial appointment regime & Governor with Business Experience  [gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1]
. * [gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1] *
. 
. * [FULL SAMPLE] *2215361
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 265529.8         239159
{txt} 5%    {res} 386214.8       247049.3
{txt}10%    {res} 517143.1       265529.8       {txt}Obs         {res}        224
{txt}25%    {res}  1057759       288133.2       {txt}Sum of wgt. {res}        224

{txt}50%    {res}  2669282                      {txt}Mean          {res}  6050563
                        {txt}Largest       Std. dev.     {res} 1.50e+07
{txt}75%    {res}  5564010       3.43e+07
{txt}90%    {res} 1.36e+07       3.80e+07       {txt}Variance      {res} 2.26e+14
{txt}95%    {res} 1.96e+07       7.75e+07       {txt}Skewness      {res} 9.833762
{txt}99%    {res} 3.80e+07       1.97e+08       {txt}Kurtosis      {res} 119.8323

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-2.89e+07      -3.06e+07
{txt} 5%    {res}-1.77e+07      -3.01e+07
{txt}10%    {res} -5743339      -2.89e+07       {txt}Obs         {res}        224
{txt}25%    {res} -1514875      -2.82e+07       {txt}Sum of wgt. {res}        224

{txt}50%    {res}-413813.3                      {txt}Mean          {res}-733577.9
                        {txt}Largest       Std. dev.     {res} 1.30e+07
{txt}75%    {res} 700486.1       1.60e+07
{txt}90%    {res}  2819353       2.09e+07       {txt}Variance      {res} 1.68e+14
{txt}95%    {res}  4896826       4.42e+07       {txt}Skewness      {res} 8.480533
{txt}99%    {res} 2.09e+07       1.60e+08       {txt}Kurtosis      {res} 108.7391
{txt}
{com}. global amtiqr_f_rescaled3_1_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_1_govbiz
{res}2215361
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1 
{txt}(obs=224)

             {c |} sai_de~l w_sai_~l
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~l {c |}{res}   0.7878   1.0000

{txt}
{com}. 
. * [RESTRICTED SAMPLE] *2279663
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 265529.8         239159
{txt} 5%    {res} 386214.8       247049.3
{txt}10%    {res} 517143.1       265529.8       {txt}Obs         {res}        224
{txt}25%    {res}  1057759       288133.2       {txt}Sum of wgt. {res}        224

{txt}50%    {res}  2669282                      {txt}Mean          {res}  6050563
                        {txt}Largest       Std. dev.     {res} 1.50e+07
{txt}75%    {res}  5564010       3.43e+07
{txt}90%    {res} 1.36e+07       3.80e+07       {txt}Variance      {res} 2.26e+14
{txt}95%    {res} 1.96e+07       7.75e+07       {txt}Skewness      {res} 9.833762
{txt}99%    {res} 3.80e+07       1.97e+08       {txt}Kurtosis      {res} 119.8323

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-2.89e+07      -3.06e+07
{txt} 5%    {res}-1.77e+07      -3.01e+07
{txt}10%    {res} -5743339      -2.89e+07       {txt}Obs         {res}        224
{txt}25%    {res} -1514875      -2.82e+07       {txt}Sum of wgt. {res}        224

{txt}50%    {res}-393640.4                      {txt}Mean          {res}-731510.4
                        {txt}Largest       Std. dev.     {res} 1.30e+07
{txt}75%    {res} 764788.5       1.56e+07
{txt}90%    {res}  2819353       2.05e+07       {txt}Variance      {res} 1.68e+14
{txt}95%    {res}  4896826       4.42e+07       {txt}Skewness      {res} 8.482233
{txt}99%    {res} 2.05e+07       1.60e+08       {txt}Kurtosis      {res} 108.7994
{txt}
{com}. global amtiqr_r_rescaled3_1_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_1_govbiz
{res}2279663
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1 & nonpartisan_gubapprove!=1
{txt}(obs=224)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.7868   1.0000

{txt}
{com}. *
. *
. *
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * baseline gubapptauth_partisan_rescaled3==0 [Governor has No Direct Appointment Authority -- when governor & UI agency head lacks business experience]
. * [gubapptauth_partisan_rescaled3*gov_biz_binary] *
. 
. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,215,361.1 [FULL SAMPLE] * 
. di $amtiqr_f_rescaled3_1_govbiz
{res}2215361
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,279,663.5 [RESTRICTED SAMPLE] * 
. di $amtiqr_r_rescaled3_1_govbiz
{res}2279663
{txt}
{com}. *
. *
. *
. *
. *
. 
. * Democratic direct gubernatorial appointment regime & Governor with Business Experience  [gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1] * 
. 
. * [FULL SAMPLE] *2677858
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 290265.9       290265.9
{txt} 5%    {res} 447386.9       331680.5
{txt}10%    {res} 750824.4       387929.7       {txt}Obs         {res}         96
{txt}25%    {res}  1600388       421770.6       {txt}Sum of wgt. {res}         96

{txt}50%    {res}  2869371                      {txt}Mean          {res} 1.05e+07
                        {txt}Largest       Std. dev.     {res} 2.56e+07
{txt}75%    {res}  6262955       5.19e+07
{txt}90%    {res} 2.54e+07       8.02e+07       {txt}Variance      {res} 6.56e+14
{txt}95%    {res} 4.82e+07       9.92e+07       {txt}Skewness      {res}  5.39817
{txt}99%    {res} 2.05e+08       2.05e+08       {txt}Kurtosis      {res} 37.61741

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-2.05e+07      -2.05e+07
{txt} 5%    {res} -6746618      -1.66e+07
{txt}10%    {res} -4439856      -1.02e+07       {txt}Obs         {res}         96
{txt}25%    {res} -2104028       -8914544       {txt}Sum of wgt. {res}         96

{txt}50%    {res}-464973.3                      {txt}Mean          {res}  3081482
                        {txt}Largest       Std. dev.     {res} 2.22e+07
{txt}75%    {res} 573829.9       3.44e+07
{txt}90%    {res}  3240638       6.59e+07       {txt}Variance      {res} 4.93e+14
{txt}95%    {res} 3.15e+07       7.29e+07       {txt}Skewness      {res} 6.377542
{txt}99%    {res} 1.85e+08       1.85e+08       {txt}Kurtosis      {res} 49.37058
{txt}
{com}. global amtiqr_f_rescaled3_2_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_2_govbiz
{res}2677858
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1
{txt}(obs=96)

             {c |} sai_de~l w_sai_~l
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~l {c |}{res}   0.9448   1.0000

{txt}
{com}. 
. * [RESTRICTED SAMPLE] *2737062
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 290265.9       290265.9
{txt} 5%    {res} 447386.9       331680.5
{txt}10%    {res} 750824.4       387929.7       {txt}Obs         {res}         96
{txt}25%    {res}  1600388       421770.6       {txt}Sum of wgt. {res}         96

{txt}50%    {res}  2869371                      {txt}Mean          {res} 1.05e+07
                        {txt}Largest       Std. dev.     {res} 2.56e+07
{txt}75%    {res}  6262955       5.19e+07
{txt}90%    {res} 2.54e+07       8.02e+07       {txt}Variance      {res} 6.56e+14
{txt}95%    {res} 4.82e+07       9.92e+07       {txt}Skewness      {res}  5.39817
{txt}99%    {res} 2.05e+08       2.05e+08       {txt}Kurtosis      {res} 37.61741

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-2.05e+07      -2.05e+07
{txt} 5%    {res} -6746618      -1.66e+07
{txt}10%    {res} -4439856      -1.02e+07       {txt}Obs         {res}         96
{txt}25%    {res} -2104028       -8914544       {txt}Sum of wgt. {res}         96

{txt}50%    {res}-464973.3                      {txt}Mean          {res}  3103167
                        {txt}Largest       Std. dev.     {res} 2.22e+07
{txt}75%    {res}   633034       3.44e+07
{txt}90%    {res}  3240638       6.59e+07       {txt}Variance      {res} 4.93e+14
{txt}95%    {res} 3.15e+07       7.29e+07       {txt}Skewness      {res} 6.377789
{txt}99%    {res} 1.85e+08       1.85e+08       {txt}Kurtosis      {res} 49.37759
{txt}
{com}. global amtiqr_r_rescaled3_2_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_2_govbiz
{res}2737062
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1 & nonpartisan_gubapprove!=1
{txt}(obs=96)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.9446   1.0000

{txt}
{com}. *
. *
. *
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * baseline gubapptauth_partisan_rescaled3==0 [Governor has No Direct Appointment Authority -- when governor & UI agency head lacks business experience]
. * [gubapptauth_partisan_rescaled3*gov_biz_binary] *
. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,677,857.9 [FULL SAMPLE] *
. di $amtiqr_f_rescaled3_2_govbiz
{res}2677858
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,737,062 [RESTRICTED SAMPLE] * 
. di $amtiqr_r_rescaled3_2_govbiz
{res}2737062
{txt}
{com}. *
. *
. *
. 
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. ** STATE UI AGENCY HEADS BUSINESS EXPERIENCE  DESCRIPTIVE STATISTICS **
. 
. 
. * compute descriptive statistics & correlations for overall measure and within-state measures for each dependent variable [broken down by each appointment regime] *
.  
.  
. * non-direct gubernatorial appointment regime & State UI Agency Head with No Business Experience [gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1] * 
. 
. * [FULL SAMPLE] *2033445
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 798996.6       798996.6
{txt} 5%    {res} 877835.3       877835.3
{txt}10%    {res} 982336.7       982336.7       {txt}Obs         {res}         25
{txt}25%    {res}  2388744        1548148       {txt}Sum of wgt. {res}         25

{txt}50%    {res}  3328654                      {txt}Mean          {res}  3956970
                        {txt}Largest       Std. dev.     {res}  3077427
{txt}75%    {res}  4797424        5790002
{txt}90%    {res}  6374030        6374030       {txt}Variance      {res} 9.47e+12
{txt}95%    {res}  8546714        8546714       {txt}Skewness      {res} 2.481643
{txt}99%    {res} 1.59e+07       1.59e+07       {txt}Kurtosis      {res} 10.32439

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} -3709424       -3709424
{txt} 5%    {res} -2328738       -2328738
{txt}10%    {res} -2302853       -2302853       {txt}Obs         {res}         25
{txt}25%    {res} -1579586       -2249899       {txt}Sum of wgt. {res}         25

{txt}50%    {res}-738990.8                      {txt}Mean          {res}-121457.3
                        {txt}Largest       Std. dev.     {res}  3064492
{txt}75%    {res}   453859       852908.5
{txt}90%    {res} 945854.5       945854.5       {txt}Variance      {res} 9.39e+12
{txt}95%    {res}  3246296        3246296       {txt}Skewness      {res} 3.094703
{txt}99%    {res} 1.28e+07       1.28e+07       {txt}Kurtosis      {res} 13.88905
{txt}
{com}. global amtiqr_f_rescaled3_0_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_0_uibiz
{res}2033445
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1
{txt}(obs=25)

             {c |} sai_de~l w_sai_~l
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~l {c |}{res}   0.8701   1.0000

{txt}
{com}. 
. * [RESTRICTED SAMPLE] *2445807
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 798996.6       798996.6
{txt} 5%    {res} 877835.3       877835.3
{txt}10%    {res} 982336.7       982336.7       {txt}Obs         {res}         24
{txt}25%    {res}  2149332        1548148       {txt}Sum of wgt. {res}         24

{txt}50%    {res}  3306082                      {txt}Mean          {res}  3979365
                        {txt}Largest       Std. dev.     {res}  3141534
{txt}75%    {res}  4818498        5790002
{txt}90%    {res}  6374030        6374030       {txt}Variance      {res} 9.87e+12
{txt}95%    {res}  8546714        8546714       {txt}Skewness      {res} 2.414716
{txt}99%    {res} 1.59e+07       1.59e+07       {txt}Kurtosis      {res} 9.867022

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res} -3709424       -3709424
{txt} 5%    {res} -2328738       -2328738
{txt}10%    {res} -2302853       -2302853       {txt}Obs         {res}         24
{txt}25%    {res} -1828164       -2249899       {txt}Sum of wgt. {res}         24

{txt}50%    {res}-759831.1                      {txt}Mean          {res}-126896.1
                        {txt}Largest       Std. dev.     {res}  3130280
{txt}75%    {res} 617642.3       852908.5
{txt}90%    {res} 945854.5       945854.5       {txt}Variance      {res} 9.80e+12
{txt}95%    {res}  3246296        3246296       {txt}Skewness      {res} 3.037857
{txt}99%    {res} 1.28e+07       1.28e+07       {txt}Kurtosis      {res} 13.35713
{txt}
{com}. global amtiqr_r_rescaled3_0_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_0_uibiz
{res}2445806
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1
{txt}(obs=24)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.8710   1.0000

{txt}
{com}. *
. *
. *
. *
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * baseline gubapptauth_partisan_rescaled3==0 [Governor has No Direct Appointment Authority -- when governor lacks business experience & UI agency head has business experience]
. * [gubapptauth_partisan_rescaled3*uihead_biz_binary] *
. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,033,445 [FULL SAMPLE] * 
. di $amtiqr_f_rescaled3_0_uibiz
{res}2033445
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,445,806.3 [RESTRICTED SAMPLE] *
. di $amtiqr_r_rescaled3_0_uibiz
{res}2445806
{txt}
{com}. *
. *
. *
.  
. * Republican direct gubernatorial appointment regime & State UI Agency Head with No Business Experience [gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1] * 
. 
. * [FULL SAMPLE] *
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 265529.8       265529.8
{txt} 5%    {res} 456282.5       340407.2
{txt}10%    {res} 523391.4       422642.7       {txt}Obs         {res}         90
{txt}25%    {res} 979557.3       424139.5       {txt}Sum of wgt. {res}         90

{txt}50%    {res}  3518087                      {txt}Mean          {res} 1.47e+07
                        {txt}Largest       Std. dev.     {res} 3.44e+07
{txt}75%    {res}  8969189       1.32e+08
{txt}90%    {res} 3.56e+07       1.34e+08       {txt}Variance      {res} 1.18e+15
{txt}95%    {res} 9.44e+07       1.72e+08       {txt}Skewness      {res} 3.659284
{txt}99%    {res} 1.90e+08       1.90e+08       {txt}Kurtosis      {res} 16.26153

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-5.81e+07      -5.81e+07
{txt} 5%    {res} -6305534      -5.59e+07
{txt}10%    {res} -4828408      -2.85e+07       {txt}Obs         {res}         90
{txt}25%    {res} -2060812      -1.14e+07       {txt}Sum of wgt. {res}         90

{txt}50%    {res}-451902.1                      {txt}Mean          {res}  1227196
                        {txt}Largest       Std. dev.     {res} 1.80e+07
{txt}75%    {res} 372790.5       4.14e+07
{txt}90%    {res}  4626122       4.32e+07       {txt}Variance      {res} 3.24e+14
{txt}95%    {res} 2.09e+07       8.17e+07       {txt}Skewness      {res} 2.295235
{txt}99%    {res} 9.90e+07       9.90e+07       {txt}Kurtosis      {res} 17.70009
{txt}
{com}. global amtiqr_f_rescaled3_1_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_1_uibiz
{res}2433603
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1 
{txt}(obs=90)

             {c |} sai_de~l w_sai_~l
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~l {c |}{res}   0.7145   1.0000

{txt}
{com}. *
. *
. * [RESTRICTED SAMPLE] *
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res} 265529.8       265529.8
{txt} 5%    {res} 456282.5       340407.2
{txt}10%    {res} 523391.4       422642.7       {txt}Obs         {res}         90
{txt}25%    {res} 979557.3       424139.5       {txt}Sum of wgt. {res}         90

{txt}50%    {res}  3518087                      {txt}Mean          {res} 1.47e+07
                        {txt}Largest       Std. dev.     {res} 3.44e+07
{txt}75%    {res}  8969189       1.32e+08
{txt}90%    {res} 3.56e+07       1.34e+08       {txt}Variance      {res} 1.18e+15
{txt}95%    {res} 9.44e+07       1.72e+08       {txt}Skewness      {res} 3.659284
{txt}99%    {res} 1.90e+08       1.90e+08       {txt}Kurtosis      {res} 16.26153

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-5.81e+07      -5.81e+07
{txt} 5%    {res} -6677356      -5.59e+07
{txt}10%    {res} -4776449      -2.85e+07       {txt}Obs         {res}         90
{txt}25%    {res} -2060812      -1.14e+07       {txt}Sum of wgt. {res}         90

{txt}50%    {res}-451902.1                      {txt}Mean          {res}  1221144
                        {txt}Largest       Std. dev.     {res} 1.80e+07
{txt}75%    {res} 372790.5       4.14e+07
{txt}90%    {res}  4713150       4.32e+07       {txt}Variance      {res} 3.24e+14
{txt}95%    {res} 2.05e+07       8.17e+07       {txt}Skewness      {res} 2.297848
{txt}99%    {res} 9.90e+07       9.90e+07       {txt}Kurtosis      {res} 17.73159
{txt}
{com}. global amtiqr_r_rescaled3_1_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_1_uibiz
{res}2433603
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1
{txt}(obs=90)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.7143   1.0000

{txt}
{com}. *
. *
. *
. *
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * baseline gubapptauth_partisan_rescaled3==0 [Governor has No Direct Appointment Authority -- when governor & UI agency head lacks business experience]
. * [gubapptauth_partisan_rescaled3*uihead_biz_binary] *
. *
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,438,805.5 [FULL SAMPLE] * 
. di $amtiqr_f_rescaled3_1_uibiz
{res}2433603
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $2,433,602.5 [RESTRICTED SAMPLE] * 
. di $amtiqr_r_rescaled3_1_uibiz
{res}2433603
{txt}
{com}. *
. *
. *
. *
. 
.  
. * Democratic direct gubernatorial appointment regime & State UI Agency Head with No Business Experience [gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1] * 
. 
. * [FULL SAMPLE] *
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}  1275160        1275160
{txt} 5%    {res}  1923704        1923704
{txt}10%    {res}  3510635        2888217       {txt}Obs         {res}         39
{txt}25%    {res}  6038969        3510635       {txt}Sum of wgt. {res}         39

{txt}50%    {res} 2.88e+07                      {txt}Mean          {res} 3.40e+07
                        {txt}Largest       Std. dev.     {res} 4.32e+07
{txt}75%    {res} 4.22e+07       7.08e+07
{txt}90%    {res} 7.08e+07       7.37e+07       {txt}Variance      {res} 1.86e+15
{txt}95%    {res} 1.28e+08       1.28e+08       {txt}Skewness      {res} 3.289859
{txt}99%    {res} 2.45e+08       2.45e+08       {txt}Kurtosis      {res} 15.97262

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-5.71e+07      -5.71e+07
{txt} 5%    {res}-5.45e+07      -5.45e+07
{txt}10%    {res}-4.79e+07      -4.88e+07       {txt}Obs         {res}         39
{txt}25%    {res}-3.56e+07      -4.79e+07       {txt}Sum of wgt. {res}         39

{txt}50%    {res} -6424366                      {txt}Mean          {res}-1.07e+07
                        {txt}Largest       Std. dev.     {res} 3.46e+07
{txt}75%    {res} -1154006        3518467
{txt}90%    {res}  3518467       3.44e+07       {txt}Variance      {res} 1.20e+15
{txt}95%    {res} 3.70e+07       3.70e+07       {txt}Skewness      {res} 2.692725
{txt}99%    {res} 1.54e+08       1.54e+08       {txt}Kurtosis      {res} 14.19679
{txt}
{com}. global amtiqr_f_rescaled3_2_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_2_uibiz
{res}34427966
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1
{txt}(obs=39)

             {c |} sai_de~l w_sai_~l
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~l {c |}{res}   0.6246   1.0000

{txt}
{com}. *
. *
. _pctile w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1, p(25)
{txt}
{com}. return list

{txt}scalars:
                 r(r1) =  {res}-35581972

{txt}matrices:
                  r(C) : {res} 2 x 2
{txt}
{com}. *
. *
. *
. * [RESTRICTED SAMPLE] *
. sum sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                     {txt}sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}  1275160        1275160
{txt} 5%    {res}  1923704        1923704
{txt}10%    {res}  3510635        2888217       {txt}Obs         {res}         39
{txt}25%    {res}  6038969        3510635       {txt}Sum of wgt. {res}         39

{txt}50%    {res} 2.88e+07                      {txt}Mean          {res} 3.40e+07
                        {txt}Largest       Std. dev.     {res} 4.32e+07
{txt}75%    {res} 4.22e+07       7.08e+07
{txt}90%    {res} 7.08e+07       7.37e+07       {txt}Variance      {res} 1.86e+15
{txt}95%    {res} 1.28e+08       1.28e+08       {txt}Skewness      {res} 3.289859
{txt}99%    {res} 2.45e+08       2.45e+08       {txt}Kurtosis      {res} 15.97262

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-5.71e+07      -5.71e+07
{txt} 5%    {res}-5.45e+07      -5.45e+07
{txt}10%    {res}-4.79e+07      -4.88e+07       {txt}Obs         {res}         39
{txt}25%    {res}-3.56e+07      -4.79e+07       {txt}Sum of wgt. {res}         39

{txt}50%    {res} -6424366                      {txt}Mean          {res}-1.07e+07
                        {txt}Largest       Std. dev.     {res} 3.46e+07
{txt}75%    {res} -1154006        3518467
{txt}90%    {res}  3518467       3.44e+07       {txt}Variance      {res} 1.20e+15
{txt}95%    {res} 3.70e+07       3.70e+07       {txt}Skewness      {res} 2.696269
{txt}99%    {res} 1.54e+08       1.54e+08       {txt}Kurtosis      {res} 14.21353
{txt}
{com}. global amtiqr_r_rescaled3_2_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_2_uibiz
{res}34427966
{txt}
{com}. 
. correlate sai_detamt_clmtreal  w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1
{txt}(obs=39)

             {c |} sai_de~l w~l_omit
{hline 13}{c +}{hline 18}
sai_detamt~l {c |}{res}   1.0000
{txt}w_sai_deta~t {c |}{res}   0.6251   1.0000

{txt}
{com}. *
. *
. _pctile w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1, p(25)
{txt}
{com}. return list

{txt}scalars:
                 r(r1) =  {res}-35581972

{txt}matrices:
                  r(C) : {res} 2 x 2
{txt}
{com}. *
. *
. * compute interquartile range difference (change from 25th percentile values to 75th percentile values) for above within-state measures *
. * baseline gubapptauth_partisan_rescaled3==0 [Governor has No Direct Appointment Authority -- when governor & UI agency head lacks business experience]
. * [gubapptauth_partisan_rescaled3*uihead_biz_binary | 2 1 estimated parameter] *
. *
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $34,427,966  [FULL SAMPLE] * 
. di $amtiqr_f_rescaled3_2_uibiz
{res}34427966
{txt}
{com}. 
. * wdetamt_clmtreal_0.25 -->  wdetamt_clmtreal_0.75 = $34,427,966  [RESTRICTED SAMPLE] * 
. di $amtiqr_r_rescaled3_2_uibiz
{res}34427966
{txt}
{com}. 
. 
. * Democratic and Republican direct gubernatorial appointment regime & No Business Experience [gubapptauth_partisan_rescaled3==1 or 2 & gov_biz_binary==0] * 
. 
. sum w_sai_detamt_clmtreal if gubapptauth_partisan_rescaled3!=0 & gov_biz_binary==0 & uihead_biz_binary==0 , detail

                    {txt}w_sai_detamt_clmtreal
{hline 61}
      Percentiles      Smallest
 1%    {res}-3.43e+07      -4.97e+07
{txt} 5%    {res}-1.58e+07      -4.12e+07
{txt}10%    {res} -8105136      -3.73e+07       {txt}Obs         {res}        445
{txt}25%    {res} -2919269      -3.61e+07       {txt}Sum of wgt. {res}        445

{txt}50%    {res}-596486.4                      {txt}Mean          {res} 597862.5
                        {txt}Largest       Std. dev.     {res} 2.35e+07
{txt}75%    {res} 583312.6       8.95e+07
{txt}90%    {res}  4273036       1.10e+08       {txt}Variance      {res} 5.54e+14
{txt}95%    {res} 1.42e+07       1.61e+08       {txt}Skewness      {res} 11.79544
{txt}99%    {res} 5.45e+07       3.96e+08       {txt}Kurtosis      {res} 187.0616
{txt}
{com}. global amtiqr_f_rescaled3_1or2_nobiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_f_rescaled3_1or2_nobiz
{res}3502582
{txt}
{com}. 
. sum w_sai_detamt_clmtreal_omit if gubapptauth_partisan_rescaled3!=0 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1, detail

                 {txt}w_sai_detamt_clmtreal_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-3.43e+07      -4.97e+07
{txt} 5%    {res}-1.58e+07      -4.12e+07
{txt}10%    {res} -8105136      -3.73e+07       {txt}Obs         {res}        445
{txt}25%    {res} -2919269      -3.61e+07       {txt}Sum of wgt. {res}        445

{txt}50%    {res}-577614.6                      {txt}Mean          {res} 593536.7
                        {txt}Largest       Std. dev.     {res} 2.35e+07
{txt}75%    {res} 583312.6       8.95e+07
{txt}90%    {res}  4273036       1.10e+08       {txt}Variance      {res} 5.54e+14
{txt}95%    {res} 1.42e+07       1.61e+08       {txt}Skewness      {res} 11.79584
{txt}99%    {res} 5.45e+07       3.96e+08       {txt}Kurtosis      {res} 187.0687
{txt}
{com}. global amtiqr_r_rescaled3_1or2_nobiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $amtiqr_r_rescaled3_1or2_nobiz
{res}3502582
{txt}
{com}. *
. *
. *
. *
. *
. 
. 
. 
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. ************************************************************************************************************************************************************************************************************
. * Republican direct gubernatorial appointment regime & Governor without any Business Experience  & UI Agency Head without any Business Experience
. 
. * [gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0] *
. 
. * [FULL SAMPLE] 
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res} -70909.6       -74845.6
{txt} 5%    {res} -25162.4       -70909.6
{txt}10%    {res}-14305.58       -60514.6       {txt}Obs         {res}        176
{txt}25%    {res}-4468.151       -41794.6       {txt}Sum of wgt. {res}        176

{txt}50%    {res}  -1030.2                      {txt}Mean          {res}-784.6354
                        {txt}Largest       Std. dev.     {res}  18080.8
{txt}75%    {res}  1247.45       59223.95
{txt}90%    {res}   7436.5        73380.4       {txt}Variance      {res} 3.27e+08
{txt}95%    {res} 30239.42        75591.6       {txt}Skewness      {res} .7567699
{txt}99%    {res}  75591.6       79263.95       {txt}Kurtosis      {res} 11.27045
{txt}
{com}. global ctiqr_f_rescaled3_1_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_1_nobiz_nobiz
{res}5715
{txt}
{com}. 
. * [RESTRICTED SAMPLE] 
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res} -70909.6       -74845.6
{txt} 5%    {res} -25162.4       -70909.6
{txt}10%    {res}-14305.58       -60514.6       {txt}Obs         {res}        176
{txt}25%    {res}-4468.151       -41794.6       {txt}Sum of wgt. {res}        176

{txt}50%    {res}  -1030.2                      {txt}Mean          {res}-784.3832
                        {txt}Largest       Std. dev.     {res} 18080.81
{txt}75%    {res}  1247.45       59223.95
{txt}90%    {res}   7436.5        73380.4       {txt}Variance      {res} 3.27e+08
{txt}95%    {res} 30239.42        75591.6       {txt}Skewness      {res} .7567268
{txt}99%    {res}  75591.6       79263.95       {txt}Kurtosis      {res} 11.27038
{txt}
{com}. global ctiqr_r_rescaled3_1_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_1_nobiz_nobiz
{res}5715
{txt}
{com}. 
. 
. * Democratic direct gubernatorial appointment regime & Governor without any Business Experience  & UI Agency Head without any Business Experience
. 
. * [gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0] *
. 
. * [FULL SAMPLE] 
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res}-24465.45       -42518.6
{txt} 5%    {res}  -8988.7       -26387.7
{txt}10%    {res}  -4565.6      -24465.45       {txt}Obs         {res}        269
{txt}25%    {res} -1810.15       -23224.7       {txt}Sum of wgt. {res}        269

{txt}50%    {res}  -475.85                      {txt}Mean          {res} 1487.515
                        {txt}Largest       Std. dev.     {res} 15150.04
{txt}75%    {res}   1871.8        44076.3
{txt}90%    {res} 6924.551       117320.3       {txt}Variance      {res} 2.30e+08
{txt}95%    {res}  13276.8       122045.4       {txt}Skewness      {res} 5.767075
{txt}99%    {res} 117320.3       128169.4       {txt}Kurtosis      {res} 47.18189
{txt}
{com}. global ctiqr_f_rescaled3_2_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_2_nobiz_nobiz
{res}3682
{txt}
{com}. 
. * [RESTRICTED SAMPLE] 
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-24465.45       -42518.6
{txt} 5%    {res}  -8988.7       -26387.7
{txt}10%    {res}  -4565.6      -24465.45       {txt}Obs         {res}        269
{txt}25%    {res} -1810.15       -23224.7       {txt}Sum of wgt. {res}        269

{txt}50%    {res}  -500.05                      {txt}Mean          {res} 1469.615
                        {txt}Largest       Std. dev.     {res} 15150.98
{txt}75%    {res}   1871.8        44076.3
{txt}90%    {res} 6924.551       117320.3       {txt}Variance      {res} 2.30e+08
{txt}95%    {res}  13276.8       122045.4       {txt}Skewness      {res} 5.768901
{txt}99%    {res} 117320.3       128169.4       {txt}Kurtosis      {res}  47.1968
{txt}
{com}. global ctiqr_r_rescaled3_2_nobiz_nobiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_2_nobiz_nobiz
{res}3682
{txt}
{com}. 
. 
. 
. 
. 
. 
. ** Compute interquartile range difference for within-state claimant error detection total counts
. 
. ** ERROR DETECTION TOTAL COUNTS: GOVERNORS BUSINESS EXPERIENCE  DESCRIPTIVE STATISTICS **
. 
. * [FULL SAMPLE] *6173 
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==1, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res}-12188.05      -12188.05
{txt} 5%    {res}-7772.051      -8531.051
{txt}10%    {res}-7613.051      -7772.051       {txt}Obs         {res}         54
{txt}25%    {res} -4520.05      -7691.051       {txt}Sum of wgt. {res}         54

{txt}50%    {res} -1478.25                      {txt}Mean          {res}-900.7297
                        {txt}Largest       Std. dev.     {res} 6146.315
{txt}75%    {res}  1652.85        9181.95
{txt}90%    {res}  6359.15       9625.551       {txt}Variance      {res} 3.78e+07
{txt}95%    {res} 9625.551       16776.15       {txt}Skewness      {res} 1.581172
{txt}99%    {res} 23587.95       23587.95       {txt}Kurtosis      {res} 7.050449
{txt}
{com}. global ctiqr_f_rescaled3_0_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_0_govbiz
{res}6173
{txt}
{com}. 
. * [RESTRICTED SAMPLE] *6357 
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==0 & gov_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-12188.05      -12188.05
{txt} 5%    {res}-8531.051      -8531.051
{txt}10%    {res}-7691.051      -7772.051       {txt}Obs         {res}         39
{txt}25%    {res}-6105.051      -7691.051       {txt}Sum of wgt. {res}         39

{txt}50%    {res}-3258.449                      {txt}Mean          {res}-1371.477
                        {txt}Largest       Std. dev.     {res} 7052.308
{txt}75%    {res} 252.3501        9181.95
{txt}90%    {res}  9181.95       9625.551       {txt}Variance      {res} 4.97e+07
{txt}95%    {res} 16776.15       16776.15       {txt}Skewness      {res} 1.640716
{txt}99%    {res} 23587.95       23587.95       {txt}Kurtosis      {res} 6.111883
{txt}
{com}. global ctiqr_r_rescaled3_0_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_0_govbiz
{res}6357
{txt}
{com}. *
. *
. *
. 
. * Republican direct gubernatorial appointment regime & Governor with Business Experience  
. * Republican direct gubernatorial appointment regime & Governor with Business Experience  [gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1]
. * [gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1] *
. 
. * [FULL SAMPLE] *4116  
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res}-36173.58      -40551.58
{txt} 5%    {res}-10235.65      -38700.58
{txt}10%    {res} -6509.55      -36173.58       {txt}Obs         {res}        224
{txt}25%    {res}    -3115      -33735.58       {txt}Sum of wgt. {res}        224

{txt}50%    {res}   -560.4                      {txt}Mean          {res}-260.3865
                        {txt}Largest       Std. dev.     {res} 20414.53
{txt}75%    {res}   1000.9       15312.35
{txt}90%    {res}   3870.6       22311.85       {txt}Variance      {res} 4.17e+08
{txt}95%    {res}   6809.4        36536.8       {txt}Skewness      {res} 11.72422
{txt}99%    {res} 22311.85       281660.4       {txt}Kurtosis      {res} 164.1412
{txt}
{com}. global ctiqr_f_rescaled3_1_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_1_govbiz
{res}4116
{txt}
{com}. 
. * [RESTRICTED SAMPLE] *4121
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==1 & gov_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-36173.58      -40551.58
{txt} 5%    {res}-10235.65      -38700.58
{txt}10%    {res}-6591.158      -36173.58       {txt}Obs         {res}        224
{txt}25%    {res}    -3115      -33735.58       {txt}Sum of wgt. {res}        224

{txt}50%    {res}   -560.4                      {txt}Mean          {res}-278.6594
                        {txt}Largest       Std. dev.     {res} 20414.18
{txt}75%    {res} 1005.544       14884.84
{txt}90%    {res} 3736.474       22316.33       {txt}Variance      {res} 4.17e+08
{txt}95%    {res}   6809.4        36536.8       {txt}Skewness      {res} 11.72715
{txt}99%    {res} 22316.33       281660.4       {txt}Kurtosis      {res} 164.1944
{txt}
{com}. global ctiqr_r_rescaled3_1_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_1_govbiz
{res}4121
{txt}
{com}. *
. *
. *
. 
. 
. * Democratic direct gubernatorial appointment regime & Governor with Business Experience  [gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1] * 
. 
. * [FULL SAMPLE] *3913
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res} -14741.5       -14741.5
{txt} 5%    {res}  -7112.5       -12612.5
{txt}10%    {res} -5476.55       -10811.2       {txt}Obs         {res}         96
{txt}25%    {res}    -2171        -8590.5       {txt}Sum of wgt. {res}         96

{txt}50%    {res} 35.82495                      {txt}Mean          {res} 707.0427
                        {txt}Largest       Std. dev.     {res} 7826.093
{txt}75%    {res}  1742.35        11765.5
{txt}90%    {res}  4713.35        15476.8       {txt}Variance      {res} 6.12e+07
{txt}95%    {res}  11254.5        29602.5       {txt}Skewness      {res} 4.271902
{txt}99%    {res} 56544.45       56544.45       {txt}Kurtosis      {res} 30.14745
{txt}
{com}. global ctiqr_f_rescaled3_2_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_2_govbiz
{res}3913
{txt}
{com}. 
. * [RESTRICTED SAMPLE] *3913
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res} -14741.5       -14741.5
{txt} 5%    {res}  -7112.5       -12612.5
{txt}10%    {res} -5476.55       -10811.2       {txt}Obs         {res}         96
{txt}25%    {res}    -2171        -8590.5       {txt}Sum of wgt. {res}         96

{txt}50%    {res} 35.82495                      {txt}Mean          {res} 710.2793
                        {txt}Largest       Std. dev.     {res} 7825.603
{txt}75%    {res}  1742.35        11765.5
{txt}90%    {res}  4713.35        15476.8       {txt}Variance      {res} 6.12e+07
{txt}95%    {res}  11254.5        29602.5       {txt}Skewness      {res} 4.271495
{txt}99%    {res} 56544.45       56544.45       {txt}Kurtosis      {res} 30.14788
{txt}
{com}. global ctiqr_r_rescaled3_2_govbiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_2_govbiz
{res}3913
{txt}
{com}. 
. 
. *
. *
. *
. 
. 
. ** ERROR DETECTION TOTAL COUNTS: STATE UI AGENCY HEADS BUSINESS EXPERIENCE  DESCRIPTIVE STATISTICS **
. 
. * non-direct gubernatorial appointment regime & State UI Agency Head with No Business Experience [gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1] * 
. 
. * [FULL SAMPLE] *8353
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res}-12188.05      -12188.05
{txt} 5%    {res}-8531.051      -8531.051
{txt}10%    {res}-7772.051      -7772.051       {txt}Obs         {res}         25
{txt}25%    {res}-7035.051      -7691.051       {txt}Sum of wgt. {res}         25

{txt}50%    {res}-3973.051                      {txt}Mean          {res}-1918.146
                        {txt}Largest       Std. dev.     {res} 7452.615
{txt}75%    {res}  1318.35        4036.95
{txt}90%    {res}  6892.95        6892.95       {txt}Variance      {res} 5.55e+07
{txt}95%    {res}  9181.95        9181.95       {txt}Skewness      {res} 1.715458
{txt}99%    {res} 23587.95       23587.95       {txt}Kurtosis      {res} 6.558323
{txt}
{com}. global ctiqr_f_rescaled3_0_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_0_uibiz
{res}8353
{txt}
{com}. 
. * [RESTRICTED SAMPLE] *8568
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==0 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-12188.05      -12188.05
{txt} 5%    {res}-8531.051      -8531.051
{txt}10%    {res}-7772.051      -7772.051       {txt}Obs         {res}         24
{txt}25%    {res}-7324.051      -7691.051       {txt}Sum of wgt. {res}         24

{txt}50%    {res}-4207.351                      {txt}Mean          {res}-2091.709
                        {txt}Largest       Std. dev.     {res} 7561.116
{txt}75%    {res}  1243.65        4036.95
{txt}90%    {res}  6892.95        6892.95       {txt}Variance      {res} 5.72e+07
{txt}95%    {res}  9181.95        9181.95       {txt}Skewness      {res} 1.778505
{txt}99%    {res} 23587.95       23587.95       {txt}Kurtosis      {res} 6.629596
{txt}
{com}. global ctiqr_r_rescaled3_0_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_0_uibiz
{res}8568
{txt}
{com}. 
. *
. *
. *
. *
.  
. * Republican direct gubernatorial appointment regime & State UI Agency Head with No Business Experience [gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1] * 
. 
. * [FULL SAMPLE] *4636
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res}-14657.15      -14657.15
{txt} 5%    {res} -7321.65      -10250.15
{txt}10%    {res} -6076.85      -10235.65       {txt}Obs         {res}         90
{txt}25%    {res} -2849.15       -9613.65       {txt}Sum of wgt. {res}         90

{txt}50%    {res} -502.275                      {txt}Mean          {res} -292.993
                        {txt}Largest       Std. dev.     {res} 5443.132
{txt}75%    {res}   1786.8       12395.35
{txt}90%    {res}   3576.6       15312.35       {txt}Variance      {res} 2.96e+07
{txt}95%    {res} 8559.551        18210.5       {txt}Skewness      {res} 1.242143
{txt}99%    {res} 22311.85       22311.85       {txt}Kurtosis      {res} 7.288358
{txt}
{com}. global ctiqr_f_rescaled3_1_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_1_uibiz
{res}4636
{txt}
{com}. *
. *
. * [RESTRICTED SAMPLE] *4813
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==1 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-14657.15      -14657.15
{txt} 5%    {res} -7321.65      -10250.15
{txt}10%    {res}-6074.608      -10235.65       {txt}Obs         {res}         90
{txt}25%    {res}-3026.158       -9613.65       {txt}Sum of wgt. {res}         90

{txt}50%    {res} -502.275                      {txt}Mean          {res}-323.6968
                        {txt}Largest       Std. dev.     {res} 5427.052
{txt}75%    {res}   1786.8       11967.84
{txt}90%    {res}   3576.6       14884.84       {txt}Variance      {res} 2.95e+07
{txt}95%    {res} 8559.551        18210.5       {txt}Skewness      {res} 1.229328
{txt}99%    {res} 22316.33       22316.33       {txt}Kurtosis      {res} 7.286853
{txt}
{com}. global ctiqr_r_rescaled3_1_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_1_uibiz
{res}4813
{txt}
{com}. *
. *
. *
. *
. 
. * Democratic direct gubernatorial appointment regime & State UI Agency Head with No Business Experience [gubapptauth_partisan_rescaled3==2 & gov_biz_binary==1] * 
. 
. * [FULL SAMPLE] *13056
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1, detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res} -78394.6       -78394.6
{txt} 5%    {res} -22229.7       -22229.7
{txt}10%    {res} -20880.7       -20919.7       {txt}Obs         {res}         39
{txt}25%    {res}-8937.148       -20880.7       {txt}Sum of wgt. {res}         39

{txt}50%    {res} -2295.65                      {txt}Mean          {res} -4043.81
                        {txt}Largest       Std. dev.     {res} 17232.05
{txt}75%    {res}   4118.4        18159.3
{txt}90%    {res}  18159.3        19393.3       {txt}Variance      {res} 2.97e+08
{txt}95%    {res}  22759.4        22759.4       {txt}Skewness      {res}-1.845754
{txt}99%    {res} 25883.85       25883.85       {txt}Kurtosis      {res} 10.15604
{txt}
{com}. global ctiqr_f_rescaled3_2_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_2_uibiz
{res}13055
{txt}
{com}. *
. *
. *
. * [RESTRICTED SAMPLE] *13056
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3==2 & uihead_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res} -78394.6       -78394.6
{txt} 5%    {res} -22229.7       -22229.7
{txt}10%    {res} -20880.7       -20919.7       {txt}Obs         {res}         39
{txt}25%    {res}-8937.148       -20880.7       {txt}Sum of wgt. {res}         39

{txt}50%    {res}-2723.158                      {txt}Mean          {res}-4076.695
                        {txt}Largest       Std. dev.     {res} 17227.21
{txt}75%    {res}   4118.4        18159.3
{txt}90%    {res}  18159.3        19393.3       {txt}Variance      {res} 2.97e+08
{txt}95%    {res}  22759.4        22759.4       {txt}Skewness      {res}-1.841642
{txt}99%    {res} 25883.85       25883.85       {txt}Kurtosis      {res} 10.15317
{txt}
{com}. global ctiqr_r_rescaled3_2_uibiz = round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_2_uibiz
{res}13055
{txt}
{com}. *
. *
. 
. * Democratic and Republican direct gubernatorial appointment regime & No Business Experience [gubapptauth_partisan_rescaled3==1 or 2 & gov_biz_binary==0] * 
. 
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3!=0 & gov_biz_binary==0 & uihead_biz_binary==0 , detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res} -41794.6       -74845.6
{txt} 5%    {res} -18467.4       -70909.6
{txt}10%    {res}  -7255.5       -60514.6       {txt}Obs         {res}        445
{txt}25%    {res} -2395.15       -42518.6       {txt}Sum of wgt. {res}        445

{txt}50%    {res}-617.3501                      {txt}Mean          {res} 588.8668
                        {txt}Largest       Std. dev.     {res} 16389.94
{txt}75%    {res}   1589.6       79263.95
{txt}90%    {res} 7021.551       117320.3       {txt}Variance      {res} 2.69e+08
{txt}95%    {res}  18647.4       122045.4       {txt}Skewness      {res} 3.111058
{txt}99%    {res}  75591.6       128169.4       {txt}Kurtosis      {res} 27.81519
{txt}
{com}. global ctiqr_f_rescaled3_1or2_nobiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_1or2_nobiz
{res}3985
{txt}
{com}. 
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3!=0 & gov_biz_binary==0 & uihead_biz_binary==0 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res} -41794.6       -74845.6
{txt} 5%    {res} -18467.4       -70909.6
{txt}10%    {res}  -7255.5       -60514.6       {txt}Obs         {res}        445
{txt}25%    {res} -2410.15       -42518.6       {txt}Sum of wgt. {res}        445

{txt}50%    {res}-617.3501                      {txt}Mean          {res} 578.1459
                        {txt}Largest       Std. dev.     {res} 16389.87
{txt}75%    {res}   1589.6       79263.95
{txt}90%    {res} 7021.551       117320.3       {txt}Variance      {res} 2.69e+08
{txt}95%    {res}  18647.4       122045.4       {txt}Skewness      {res} 3.112757
{txt}99%    {res}  75591.6       128169.4       {txt}Kurtosis      {res} 27.82346
{txt}
{com}. global ctiqr_r_rescaled3_1or2_nobiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_1or2_nobiz
{res}4000
{txt}
{com}. 
. 
. *
. *
. 
. * Democratic and Republican direct gubernatorial appointment regime & No Business Experience [gubapptauth_partisan_rescaled3==1 or 2 & gov_biz_binary==1] * 
. 
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3!=0 & gov_biz_binary==1 , detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res}-33735.58      -40551.58
{txt} 5%    {res} -9682.05      -38700.58
{txt}10%    {res} -6318.85      -36173.58       {txt}Obs         {res}        320
{txt}25%    {res}  -2503.3      -33735.58       {txt}Sum of wgt. {res}        320

{txt}50%    {res}-446.9001                      {txt}Mean          {res} 29.84225
                        {txt}Largest       Std. dev.     {res} 17600.35
{txt}75%    {res} 1480.025        29602.5
{txt}90%    {res}   3891.2        36536.8       {txt}Variance      {res} 3.10e+08
{txt}95%    {res} 7160.575       56544.45       {txt}Skewness      {res} 12.85253
{txt}99%    {res}  29602.5       281660.4       {txt}Kurtosis      {res} 206.9289
{txt}
{com}. global ctiqr_f_rescaled3_1or2_govbiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_1or2_govbiz
{res}3983
{txt}
{com}. 
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3!=0 & gov_biz_binary==1 & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res}-33735.58      -40551.58
{txt} 5%    {res} -9682.05      -38700.58
{txt}10%    {res}-6501.525      -36173.58       {txt}Obs         {res}        320
{txt}25%    {res}  -2529.8      -33735.58       {txt}Sum of wgt. {res}        320

{txt}50%    {res}-443.9751                      {txt}Mean          {res} 18.02219
                        {txt}Largest       Std. dev.     {res} 17600.25
{txt}75%    {res} 1480.025        29602.5
{txt}90%    {res}   3891.2        36536.8       {txt}Variance      {res} 3.10e+08
{txt}95%    {res} 7160.575       56544.45       {txt}Skewness      {res} 12.85437
{txt}99%    {res}  29602.5       281660.4       {txt}Kurtosis      {res} 206.9679
{txt}
{com}. global ctiqr_r_rescaled3_1or2_govbiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_1or2_govbiz
{res}4010
{txt}
{com}. 
. *
. *
. 
. * Democratic and Republican direct gubernatorial appointment regime & No Business Experience [gubapptauth_partisan_rescaled3==1 or 2 & uihead_biz_binary==1] * 
. 
. sum w_sai_detct_clmt if gubapptauth_partisan_rescaled3!=0 & uihead_biz_binary==1 , detail

                      {txt}w_sai_detct_clmt
{hline 61}
      Percentiles      Smallest
 1%    {res} -22229.7       -78394.6
{txt} 5%    {res} -18231.7       -22229.7
{txt}10%    {res}-9215.703       -20919.7       {txt}Obs         {res}        129
{txt}25%    {res}  -4385.6       -20880.7       {txt}Sum of wgt. {res}        129

{txt}50%    {res}   -704.5                      {txt}Mean          {res}-1426.961
                        {txt}Largest       Std. dev.     {res} 10571.01
{txt}75%    {res}   1786.8        19393.3
{txt}90%    {res} 7797.852       22311.85       {txt}Variance      {res} 1.12e+08
{txt}95%    {res} 15312.35        22759.4       {txt}Skewness      {res}-2.766765
{txt}99%    {res}  22759.4       25883.85       {txt}Kurtosis      {res} 23.95665
{txt}
{com}. global ctiqr_f_rescaled3_1or2_uibiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_f_rescaled3_1or2_uibiz
{res}6173
{txt}
{com}. 
. sum w_sai_detct_clmt_omit if gubapptauth_partisan_rescaled3!=0 & uihead_biz_binary==1  & nonpartisan_gubapprove!=1, detail

                    {txt}w_sai_detct_clmt_omit
{hline 61}
      Percentiles      Smallest
 1%    {res} -22229.7       -78394.6
{txt} 5%    {res} -18231.7       -22229.7
{txt}10%    {res}-9215.703       -20919.7       {txt}Obs         {res}        129
{txt}25%    {res}-4524.158       -20880.7       {txt}Sum of wgt. {res}        129

{txt}50%    {res}   -709.5                      {txt}Mean          {res}-1458.324
                        {txt}Largest       Std. dev.     {res} 10563.08
{txt}75%    {res}   1786.8        19393.3
{txt}90%    {res} 7797.852       22316.33       {txt}Variance      {res} 1.12e+08
{txt}95%    {res} 14884.84        22759.4       {txt}Skewness      {res}-2.768351
{txt}99%    {res}  22759.4       25883.85       {txt}Kurtosis      {res} 23.98827
{txt}
{com}. global ctiqr_r_rescaled3_1or2_uibiz =  round(r(p75),1)-round(r(p25),1)
{txt}
{com}. di $ctiqr_r_rescaled3_1or2_uibiz
{res}6311
{txt}
{com}. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. 
. *** BUSINESS OCCUPATIONAL EXPERIENCE CONDITIONAL PARTISAN MODELS: DISTINCTION BETWEEN DEMOCRATIC AND REPUBLICAN GUBERNATORIAL DIRECT APPOINTMENT POWERS VERSUS ABSENCE OF SUCH INSTITUTIONAL POWERS [THREE GROUP CATEGORICAL MEASURE] INTERACTED WITH BINARY INDICATOR WHETHER STATE UI AGENCY HEAD HAS ANY PRIOR PRIVATE SECTOR BUSINESS EXPERIENCE [UIHEAD_BIZ_BINARY = 1] OR LACK SUCH EXPERIENCE [UIHEAD_BIZ_BINARY = 0] ***
. 
. 
. 
. 
. *** ESTIMATION OF MODELS C1 & C2: BENEFIT OVERPAYMENT ERROR DETECTION BY STATE UIP AGENCY-INITIATION [CLAIMANT-/NON-FRAUD] -- AMOUNTS IN 2010 CONSTANT-DOLLAR TERMS --- DISTINCTION BETWEEN DEMOCRATIC AND REPUBLICAN GUBERNATORIAL DIRECT APPOINTMENT POWERS VERSUS ABSENCE OF SUCH INSTITUTIONAL POWERS [THREE GROUP CATEGORICAL MEASURE] ***
. 
. 
. *** PARTISAN BASELINE MODELS: DISTINCTION BETWEEN DEMOCRATIC AND REPUBLICAN GUBERNATORIAL DIRECT APPOINTMENT POWERS VERSUS ABSENCE OF SUCH INSTITUTIONAL POWERS  [THREE GROUP CATEGORICAL MEASURE] ***
. 
. *** gubapptauth_partisan_rescaled3==0 [ABSENCE OF DIRECT GUBERNATORIAL APPOINTMENT POWERS] &  gubapptauth_partisan_rescaled3==1 [REPUBLICAN DIRECT GUBERNATORIAL APPOINTMENT POWERS: CONSTRAINED & UNCONSTRAINED COMBINED] & gubapptauth_partisan_rescaled3==2 [DEMOCRATIC DIRECT GUBERNATORIAL APPOINTMENT POWERS: CONSTRAINED & UNCONSTRAINED COMBINED] *** 
. 
. 
. 
. 
. ** MODEL C1 [FULL SAMPLE] **
. 
. glm  sai_detamt_clmtreal   i.gubapptauth_partisan_rescaled3##i.gov_biz_binary  i.gubapptauth_partisan_rescaled3##i.uihead_biz_binary   electionyear econideol_median  publicunion_cov  unemp_rate  ln_uiadmin_budget_real  ln_pop_size  ln_clmterror_est  ln_employerappeals_ct  i.state_numident i.year,  family(normal) link(log) vce(cluster state_numident)
{res}
{txt}Iteration 0:{space 2}Log pseudolikelihood = {res:-17984.586}  
Iteration 1:{space 2}Log pseudolikelihood = {res:-17657.466}  
Iteration 2:{space 2}Log pseudolikelihood = {res:-17411.713}  
Iteration 3:{space 2}Log pseudolikelihood = {res:-17407.152}  
Iteration 4:{space 2}Log pseudolikelihood = {res:-17407.007}  
Iteration 5:{space 2}Log pseudolikelihood = {res:-17407.004}  
Iteration 6:{space 2}Log pseudolikelihood = {res:-17407.004}  
{res}
{txt}Generalized linear models{col 51}Number of obs{col 67}={col 69}{res}       999
{txt}Optimization     : {res}ML{txt}{col 51}Residual df{col 67}={col 69}{res}       964
{col 20}{txt}{col 51}Scale parameter{col 67}={col 70}{res} 8.73e+13
{txt}Deviance{col 18}={res}{col 20} 7.97549e+16{txt}{col 51}(1/df) Deviance{col 67}={res}{col 70} 8.27e+13
{txt}Pearson{col 18}={res}{col 20} 7.97549e+16{txt}{col 51}(1/df) Pearson{col 67}={res}{col 70} 8.27e+13

{txt}Variance function: {res}V(u) = {col 27}1{col 51}{txt}[{res}Gaussian{txt}]
Link function    : {res}g(u) = {col 27}ln(u){col 51}{txt}[{res}Log{txt}]

{col 51}{help j_glmic##|_new:AIC}{col 67}={res}{col 70} 34.91893
{txt}Log pseudolikelihood{col 22}= {res}-17407.00399{txt}{col 51}{help j_glmic##|_new:BIC}{col 67}={res}{col 70} 7.98e+16

{txt}{ralign 84:(Std. err. adjusted for {res:50} clusters in {res:state_numident})}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}sai_detamt_clmtr~l{col 20}{c |} Coefficient{col 32}  std. err.{col 44}      z{col 52}   P>|z|{col 60}     [95% con{col 73}f. interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
gubapptauth_part~3 {c |}
{space 16}1  {c |}{col 20}{res}{space 2} .1525594{col 32}{space 2} .2996773{col 43}{space 1}    0.51{col 52}{space 3}0.611{col 60}{space 4}-.4347973{col 73}{space 3}  .739916
{txt}{space 16}2  {c |}{col 20}{res}{space 2}-.0004086{col 32}{space 2} .4142131{col 43}{space 1}   -0.00{col 52}{space 3}0.999{col 60}{space 4}-.8122515{col 73}{space 3} .8114342
{txt}{space 18} {c |}
{space 2}1.gov_biz_binary {c |}{col 20}{res}{space 2} .2703303{col 32}{space 2} .3497584{col 43}{space 1}    0.77{col 52}{space 3}0.440{col 60}{space 4}-.4151835{col 73}{space 3} .9558441
{txt}{space 18} {c |}
gubapptauth_part~3#{c |}
{space 4}gov_biz_binary {c |}
{space 14}1 1  {c |}{col 20}{res}{space 2}-.7480321{col 32}{space 2} .4590726{col 43}{space 1}   -1.63{col 52}{space 3}0.103{col 60}{space 4}-1.647798{col 73}{space 3} .1517338
{txt}{space 14}2 1  {c |}{col 20}{res}{space 2}-1.234643{col 32}{space 2}  .717149{col 43}{space 1}   -1.72{col 52}{space 3}0.085{col 60}{space 4}-2.640229{col 73}{space 3} .1709428
{txt}{space 18} {c |}
1.uihead_biz_bin~y {c |}{col 20}{res}{space 2}-.2310284{col 32}{space 2}  .385882{col 43}{space 1}   -0.60{col 52}{space 3}0.549{col 60}{space 4}-.9873432{col 73}{space 3} .5252863
{txt}{space 18} {c |}
gubapptauth_part~3#{c |}
{space 1}uihead_biz_binary {c |}
{space 14}1 1  {c |}{col 20}{res}{space 2} .8636019{col 32}{space 2} .4764008{col 43}{space 1}    1.81{col 52}{space 3}0.070{col 60}{space 4}-.0701264{col 73}{space 3}  1.79733
{txt}{space 14}2 1  {c |}{col 20}{res}{space 2}-.4364355{col 32}{space 2} .6186384{col 43}{space 1}   -0.71{col 52}{space 3}0.481{col 60}{space 4}-1.648945{col 73}{space 3} .7760735
{txt}{space 18} {c |}
{space 6}electionyear {c |}{col 20}{res}{space 2} .1295297{col 32}{space 2} .0851603{col 43}{space 1}    1.52{col 52}{space 3}0.128{col 60}{space 4}-.0373815{col 73}{space 3} .2964408
{txt}{space 2}econideol_median {c |}{col 20}{res}{space 2} .6907605{col 32}{space 2} .3069214{col 43}{space 1}    2.25{col 52}{space 3}0.024{col 60}{space 4} .0892056{col 73}{space 3} 1.292315
{txt}{space 3}publicunion_cov {c |}{col 20}{res}{space 2} .0172142{col 32}{space 2} .0238404{col 43}{space 1}    0.72{col 52}{space 3}0.470{col 60}{space 4}-.0295121{col 73}{space 3} .0639406
{txt}{space 8}unemp_rate {c |}{col 20}{res}{space 2}-.0724772{col 32}{space 2} .0500434{col 43}{space 1}   -1.45{col 52}{space 3}0.148{col 60}{space 4}-.1705604{col 73}{space 3}  .025606
{txt}ln_uiadmin_budge~l {c |}{col 20}{res}{space 2}  1.00186{col 32}{space 2} .4662959{col 43}{space 1}    2.15{col 52}{space 3}0.032{col 60}{space 4} .0879364{col 73}{space 3} 1.915783
{txt}{space 7}ln_pop_size {c |}{col 20}{res}{space 2}  .031654{col 32}{space 2} .4526691{col 43}{space 1}    0.07{col 52}{space 3}0.944{col 60}{space 4}-.8555612{col 73}{space 3} .9188692
{txt}{space 2}ln_clmterror_est {c |}{col 20}{res}{space 2} .1525222{col 32}{space 2} .1850221{col 43}{space 1}    0.82{col 52}{space 3}0.410{col 60}{space 4}-.2101144{col 73}{space 3} .5151588
{txt}ln_employerappea~t {c |}{col 20}{res}{space 2}-.6467304{col 32}{space 2} .1920915{col 43}{space 1}   -3.37{col 52}{space 3}0.001{col 60}{space 4}-1.023223{col 73}{space 3} -.270238
{txt}{space 18} {c |}
{space 4}state_numident {c |}
{space 16}2  {c |}{col 20}{res}{space 2} -3.86656{col 32}{space 2} .5062174{col 43}{space 1}   -7.64{col 52}{space 3}0.000{col 60}{space 4}-4.858728{col 73}{space 3}-2.874392
{txt}{space 16}3  {c |}{col 20}{res}{space 2}-1.060389{col 32}{space 2} .3202122{col 43}{space 1}   -3.31{col 52}{space 3}0.001{col 60}{space 4}-1.687993{col 73}{space 3}-.4327845
{txt}{space 16}4  {c |}{col 20}{res}{space 2}-.8494549{col 32}{space 2} .5761257{col 43}{space 1}   -1.47{col 52}{space 3}0.140{col 60}{space 4} -1.97864{col 73}{space 3} .2797306
{txt}{space 16}5  {c |}{col 20}{res}{space 2}-4.707578{col 32}{space 2} 2.206827{col 43}{space 1}   -2.13{col 52}{space 3}0.033{col 60}{space 4}-9.032879{col 73}{space 3} -.382278
{txt}{space 16}6  {c |}{col 20}{res}{space 2} .4177738{col 32}{space 2} .8216029{col 43}{space 1}    0.51{col 52}{space 3}0.611{col 60}{space 4}-1.192538{col 73}{space 3} 2.028086
{txt}{space 16}7  {c |}{col 20}{res}{space 2}-4.987893{col 32}{space 2} 1.364636{col 43}{space 1}   -3.66{col 52}{space 3}0.000{col 60}{space 4}-7.662532{col 73}{space 3}-2.313255
{txt}{space 16}8  {c |}{col 20}{res}{space 2}-3.899174{col 32}{space 2} .7809879{col 43}{space 1}   -4.99{col 52}{space 3}0.000{col 60}{space 4}-5.429883{col 73}{space 3}-2.368466
{txt}{space 16}9  {c |}{col 20}{res}{space 2} 1.339879{col 32}{space 2} .7380594{col 43}{space 1}    1.82{col 52}{space 3}0.069{col 60}{space 4}-.1066906{col 73}{space 3} 2.786449
{txt}{space 15}10  {c |}{col 20}{res}{space 2}-.5070633{col 32}{space 2} .5238271{col 43}{space 1}   -0.97{col 52}{space 3}0.333{col 60}{space 4}-1.533745{col 73}{space 3} .5196189
{txt}{space 15}11  {c |}{col 20}{res}{space 2}-4.755042{col 32}{space 2} .7830199{col 43}{space 1}   -6.07{col 52}{space 3}0.000{col 60}{space 4}-6.289733{col 73}{space 3}-3.220351
{txt}{space 15}12  {c |}{col 20}{res}{space 2}-1.345245{col 32}{space 2} .5011386{col 43}{space 1}   -2.68{col 52}{space 3}0.007{col 60}{space 4}-2.327458{col 73}{space 3}-.3630313
{txt}{space 15}13  {c |}{col 20}{res}{space 2}-.7190343{col 32}{space 2}  1.10979{col 43}{space 1}   -0.65{col 52}{space 3}0.517{col 60}{space 4}-2.894183{col 73}{space 3} 1.456114
{txt}{space 15}14  {c |}{col 20}{res}{space 2} .0956259{col 32}{space 2} .6318948{col 43}{space 1}    0.15{col 52}{space 3}0.880{col 60}{space 4}-1.142865{col 73}{space 3} 1.334117
{txt}{space 15}15  {c |}{col 20}{res}{space 2}-1.636887{col 32}{space 2} .9294537{col 43}{space 1}   -1.76{col 52}{space 3}0.078{col 60}{space 4}-3.458582{col 73}{space 3} .1848092
{txt}{space 15}16  {c |}{col 20}{res}{space 2}-.9442271{col 32}{space 2} .5450662{col 43}{space 1}   -1.73{col 52}{space 3}0.083{col 60}{space 4}-2.012537{col 73}{space 3} .1240829
{txt}{space 15}17  {c |}{col 20}{res}{space 2}-1.004437{col 32}{space 2} .5579039{col 43}{space 1}   -1.80{col 52}{space 3}0.072{col 60}{space 4}-2.097909{col 73}{space 3} .0890344
{txt}{space 15}18  {c |}{col 20}{res}{space 2}-.3002785{col 32}{space 2} .4511899{col 43}{space 1}   -0.67{col 52}{space 3}0.506{col 60}{space 4}-1.184594{col 73}{space 3} .5840375
{txt}{space 15}19  {c |}{col 20}{res}{space 2}-4.127264{col 32}{space 2} 1.242622{col 43}{space 1}   -3.32{col 52}{space 3}0.001{col 60}{space 4}-6.562758{col 73}{space 3} -1.69177
{txt}{space 15}20  {c |}{col 20}{res}{space 2}-4.190905{col 32}{space 2} 1.695544{col 43}{space 1}   -2.47{col 52}{space 3}0.013{col 60}{space 4} -7.51411{col 73}{space 3}-.8676998
{txt}{space 15}21  {c |}{col 20}{res}{space 2}-5.028264{col 32}{space 2} 1.691413{col 43}{space 1}   -2.97{col 52}{space 3}0.003{col 60}{space 4}-8.343372{col 73}{space 3}-1.713155
{txt}{space 15}22  {c |}{col 20}{res}{space 2}-.6584034{col 32}{space 2} 1.098564{col 43}{space 1}   -0.60{col 52}{space 3}0.549{col 60}{space 4}-2.811549{col 73}{space 3} 1.494742
{txt}{space 15}23  {c |}{col 20}{res}{space 2}-1.881395{col 32}{space 2} 1.303092{col 43}{space 1}   -1.44{col 52}{space 3}0.149{col 60}{space 4}-4.435409{col 73}{space 3} .6726182
{txt}{space 15}24  {c |}{col 20}{res}{space 2} .7715817{col 32}{space 2} .6310354{col 43}{space 1}    1.22{col 52}{space 3}0.221{col 60}{space 4} -.465225{col 73}{space 3} 2.008388
{txt}{space 15}25  {c |}{col 20}{res}{space 2}-.7708538{col 32}{space 2} .3734943{col 43}{space 1}   -2.06{col 52}{space 3}0.039{col 60}{space 4}-1.502889{col 73}{space 3}-.0388183
{txt}{space 15}26  {c |}{col 20}{res}{space 2}-3.608504{col 32}{space 2} .5537942{col 43}{space 1}   -6.52{col 52}{space 3}0.000{col 60}{space 4}-4.693921{col 73}{space 3}-2.523088
{txt}{space 15}27  {c |}{col 20}{res}{space 2}-2.251123{col 32}{space 2} .7146293{col 43}{space 1}   -3.15{col 52}{space 3}0.002{col 60}{space 4} -3.65177{col 73}{space 3}-.8504748
{txt}{space 15}28  {c |}{col 20}{res}{space 2} .3814452{col 32}{space 2} .4113135{col 43}{space 1}    0.93{col 52}{space 3}0.354{col 60}{space 4}-.4247144{col 73}{space 3} 1.187605
{txt}{space 15}29  {c |}{col 20}{res}{space 2}-4.119971{col 32}{space 2} .6660924{col 43}{space 1}   -6.19{col 52}{space 3}0.000{col 60}{space 4}-5.425488{col 73}{space 3}-2.814454
{txt}{space 15}30  {c |}{col 20}{res}{space 2}-1.773629{col 32}{space 2} 1.650861{col 43}{space 1}   -1.07{col 52}{space 3}0.283{col 60}{space 4}-5.009256{col 73}{space 3} 1.461999
{txt}{space 15}31  {c |}{col 20}{res}{space 2}-.8796367{col 32}{space 2} .7501527{col 43}{space 1}   -1.17{col 52}{space 3}0.241{col 60}{space 4}-2.349909{col 73}{space 3} .5906356
{txt}{space 15}32  {c |}{col 20}{res}{space 2}-6.286687{col 32}{space 2} 2.232179{col 43}{space 1}   -2.82{col 52}{space 3}0.005{col 60}{space 4}-10.66168{col 73}{space 3}-1.911696
{txt}{space 15}33  {c |}{col 20}{res}{space 2} .6319245{col 32}{space 2} .8818617{col 43}{space 1}    0.72{col 52}{space 3}0.474{col 60}{space 4}-1.096493{col 73}{space 3} 2.360342
{txt}{space 15}34  {c |}{col 20}{res}{space 2}-2.279642{col 32}{space 2} .8078809{col 43}{space 1}   -2.82{col 52}{space 3}0.005{col 60}{space 4}-3.863059{col 73}{space 3} -.696224
{txt}{space 15}35  {c |}{col 20}{res}{space 2}-1.578219{col 32}{space 2} 1.039748{col 43}{space 1}   -1.52{col 52}{space 3}0.129{col 60}{space 4}-3.616087{col 73}{space 3} .4596503
{txt}{space 15}36  {c |}{col 20}{res}{space 2}-2.010506{col 32}{space 2} .4150686{col 43}{space 1}   -4.84{col 52}{space 3}0.000{col 60}{space 4}-2.824025{col 73}{space 3}-1.196986
{txt}{space 15}37  {c |}{col 20}{res}{space 2}-5.764903{col 32}{space 2} 1.634578{col 43}{space 1}   -3.53{col 52}{space 3}0.000{col 60}{space 4}-8.968617{col 73}{space 3}-2.561189
{txt}{space 15}38  {c |}{col 20}{res}{space 2}-1.168801{col 32}{space 2} 1.267386{col 43}{space 1}   -0.92{col 52}{space 3}0.356{col 60}{space 4}-3.652832{col 73}{space 3}  1.31523
{txt}{space 15}39  {c |}{col 20}{res}{space 2} -3.47246{col 32}{space 2} 1.024406{col 43}{space 1}   -3.39{col 52}{space 3}0.001{col 60}{space 4}-5.480258{col 73}{space 3}-1.464661
{txt}{space 15}40  {c |}{col 20}{res}{space 2} .2804383{col 32}{space 2} .7759871{col 43}{space 1}    0.36{col 52}{space 3}0.718{col 60}{space 4}-1.240468{col 73}{space 3} 1.801345
{txt}{space 15}41  {c |}{col 20}{res}{space 2}-2.620517{col 32}{space 2} .7258777{col 43}{space 1}   -3.61{col 52}{space 3}0.000{col 60}{space 4}-4.043211{col 73}{space 3}-1.197823
{txt}{space 15}42  {c |}{col 20}{res}{space 2}-.1772483{col 32}{space 2} .6324829{col 43}{space 1}   -0.28{col 52}{space 3}0.779{col 60}{space 4}-1.416892{col 73}{space 3} 1.062395
{txt}{space 15}43  {c |}{col 20}{res}{space 2} 1.768307{col 32}{space 2} 1.153425{col 43}{space 1}    1.53{col 52}{space 3}0.125{col 60}{space 4}-.4923646{col 73}{space 3}  4.02898
{txt}{space 15}44  {c |}{col 20}{res}{space 2} -.292169{col 32}{space 2} .4221438{col 43}{space 1}   -0.69{col 52}{space 3}0.489{col 60}{space 4}-1.119556{col 73}{space 3} .5352177
{txt}{space 15}45  {c |}{col 20}{res}{space 2}-4.728603{col 32}{space 2}  1.24895{col 43}{space 1}   -3.79{col 52}{space 3}0.000{col 60}{space 4}  -7.1765{col 73}{space 3}-2.280706
{txt}{space 15}46  {c |}{col 20}{res}{space 2}-1.474029{col 32}{space 2} .9635391{col 43}{space 1}   -1.53{col 52}{space 3}0.126{col 60}{space 4}-3.362531{col 73}{space 3} .4144728
{txt}{space 15}47  {c |}{col 20}{res}{space 2}-.2707253{col 32}{space 2} 1.303686{col 43}{space 1}   -0.21{col 52}{space 3}0.835{col 60}{space 4}-2.825902{col 73}{space 3} 2.284452
{txt}{space 15}48  {c |}{col 20}{res}{space 2}-.6756812{col 32}{space 2} .3450712{col 43}{space 1}   -1.96{col 52}{space 3}0.050{col 60}{space 4}-1.352008{col 73}{space 3} .0006458
{txt}{space 15}49  {c |}{col 20}{res}{space 2}-1.573149{col 32}{space 2} .9997023{col 43}{space 1}   -1.57{col 52}{space 3}0.116{col 60}{space 4}-3.532529{col 73}{space 3} .3862318
{txt}{space 15}50  {c |}{col 20}{res}{space 2} -1.05724{col 32}{space 2} .7447257{col 43}{space 1}   -1.42{col 52}{space 3}0.156{col 60}{space 4}-2.516876{col 73}{space 3} .4023954
{txt}{space 18} {c |}
{space 14}year {c |}
{space 13}2003  {c |}{col 20}{res}{space 2} .5459098{col 32}{space 2} .2653064{col 43}{space 1}    2.06{col 52}{space 3}0.040{col 60}{space 4} .0259189{col 73}{space 3} 1.065901
{txt}{space 13}2004  {c |}{col 20}{res}{space 2} .7722309{col 32}{space 2} .4624574{col 43}{space 1}    1.67{col 52}{space 3}0.095{col 60}{space 4} -.134169{col 73}{space 3} 1.678631
{txt}{space 13}2005  {c |}{col 20}{res}{space 2} .4635832{col 32}{space 2} .5574907{col 43}{space 1}    0.83{col 52}{space 3}0.406{col 60}{space 4}-.6290785{col 73}{space 3} 1.556245
{txt}{space 13}2006  {c |}{col 20}{res}{space 2} .3551833{col 32}{space 2} .4843257{col 43}{space 1}    0.73{col 52}{space 3}0.463{col 60}{space 4}-.5940777{col 73}{space 3} 1.304444
{txt}{space 13}2007  {c |}{col 20}{res}{space 2} .4293467{col 32}{space 2} .5200265{col 43}{space 1}    0.83{col 52}{space 3}0.409{col 60}{space 4}-.5898865{col 73}{space 3}  1.44858
{txt}{space 13}2008  {c |}{col 20}{res}{space 2} .6471991{col 32}{space 2} .4845071{col 43}{space 1}    1.34{col 52}{space 3}0.182{col 60}{space 4}-.3024174{col 73}{space 3} 1.596816
{txt}{space 13}2009  {c |}{col 20}{res}{space 2}  1.47381{col 32}{space 2} .3705997{col 43}{space 1}    3.98{col 52}{space 3}0.000{col 60}{space 4} .7474485{col 73}{space 3} 2.200172
{txt}{space 13}2010  {c |}{col 20}{res}{space 2} 1.603834{col 32}{space 2}  .487555{col 43}{space 1}    3.29{col 52}{space 3}0.001{col 60}{space 4} .6482437{col 73}{space 3} 2.559424
{txt}{space 13}2011  {c |}{col 20}{res}{space 2} 1.383426{col 32}{space 2} .4765556{col 43}{space 1}    2.90{col 52}{space 3}0.004{col 60}{space 4} .4493945{col 73}{space 3} 2.317458
{txt}{space 13}2012  {c |}{col 20}{res}{space 2} 1.042255{col 32}{space 2} .4719698{col 43}{space 1}    2.21{col 52}{space 3}0.027{col 60}{space 4} .1172109{col 73}{space 3} 1.967298
{txt}{space 13}2013  {c |}{col 20}{res}{space 2} 1.184591{col 32}{space 2} .4947805{col 43}{space 1}    2.39{col 52}{space 3}0.017{col 60}{space 4} .2148387{col 73}{space 3} 2.154343
{txt}{space 13}2014  {c |}{col 20}{res}{space 2} .9013494{col 32}{space 2} .6105365{col 43}{space 1}    1.48{col 52}{space 3}0.140{col 60}{space 4}-.2952801{col 73}{space 3} 2.097979
{txt}{space 13}2015  {c |}{col 20}{res}{space 2} .6688994{col 32}{space 2} .7233347{col 43}{space 1}    0.92{col 52}{space 3}0.355{col 60}{space 4}-.7488106{col 73}{space 3} 2.086609
{txt}{space 13}2016  {c |}{col 20}{res}{space 2} .2150368{col 32}{space 2} .8793348{col 43}{space 1}    0.24{col 52}{space 3}0.807{col 60}{space 4}-1.508428{col 73}{space 3} 1.938501
{txt}{space 13}2017  {c |}{col 20}{res}{space 2} .0142642{col 32}{space 2} .9778721{col 43}{space 1}    0.01{col 52}{space 3}0.988{col 60}{space 4} -1.90233{col 73}{space 3} 1.930858
{txt}{space 13}2018  {c |}{col 20}{res}{space 2} .4330802{col 32}{space 2} .6534107{col 43}{space 1}    0.66{col 52}{space 3}0.507{col 60}{space 4}-.8475812{col 73}{space 3} 1.713742
{txt}{space 13}2019  {c |}{col 20}{res}{space 2} .2614238{col 32}{space 2} .6828784{col 43}{space 1}    0.38{col 52}{space 3}0.702{col 60}{space 4}-1.076993{col 73}{space 3} 1.599841
{txt}{space 13}2020  {c |}{col 20}{res}{space 2} 1.945583{col 32}{space 2} .5164086{col 43}{space 1}    3.77{col 52}{space 3}0.000{col 60}{space 4} .9334408{col 73}{space 3} 2.957725
{txt}{space 13}2021  {c |}{col 20}{res}{space 2} 1.759564{col 32}{space 2}  .606838{col 43}{space 1}    2.90{col 52}{space 3}0.004{col 60}{space 4} .5701837{col 73}{space 3} 2.948945
{txt}{space 18} {c |}
{space 13}_cons {c |}{col 20}{res}{space 2} .3600292{col 32}{space 2}  6.91555{col 43}{space 1}    0.05{col 52}{space 3}0.958{col 60}{space 4} -13.1942{col 73}{space 3} 13.91426
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}       999{col 28}        .{col 39}   -17407{col 50}    35{col 58} 34884.01{col 69} 35055.74
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] IC note}}.{p_end}

{com}. *
. *
. estimate store mC1
{txt}
{com}. *
. *
. *
. 
. 
. ** MODEL C2 [RESTRICTED SAMPLE] **
. 
. glm  sai_detamt_clmtreal  i.gubapptauth_partisan_rescaled3##i.gov_biz_binary  i.gubapptauth_partisan_rescaled3##i.uihead_biz_binary   electionyear econideol_median  publicunion_cov  unemp_rate  ln_uiadmin_budget_real  ln_pop_size  ln_clmterror_est  ln_employerappeals_ct  i.state_numident i.year  if nonpartisan_gubapprove!=1,  family(normal) link(log) vce(cluster state_numident)
{res}
{txt}Iteration 0:{space 2}Log pseudolikelihood = {res:-17155.666}  
Iteration 1:{space 2}Log pseudolikelihood = {res:-16845.517}  
Iteration 2:{space 2}Log pseudolikelihood = {res:-16614.286}  
Iteration 3:{space 2}Log pseudolikelihood = {res:-16609.875}  
Iteration 4:{space 2}Log pseudolikelihood = {res:-16609.728}  
Iteration 5:{space 2}Log pseudolikelihood = {res:-16609.726}  
Iteration 6:{space 2}Log pseudolikelihood = {res:-16609.726}  
{res}
{txt}Generalized linear models{col 51}Number of obs{col 67}={col 69}{res}       952
{txt}Optimization     : {res}ML{txt}{col 51}Residual df{col 67}={col 69}{res}       917
{col 20}{txt}{col 51}Scale parameter{col 67}={col 70}{res} 9.15e+13
{txt}Deviance{col 18}={res}{col 20} 7.95427e+16{txt}{col 51}(1/df) Deviance{col 67}={res}{col 70} 8.67e+13
{txt}Pearson{col 18}={res}{col 20} 7.95427e+16{txt}{col 51}(1/df) Pearson{col 67}={res}{col 70} 8.67e+13

{txt}Variance function: {res}V(u) = {col 27}1{col 51}{txt}[{res}Gaussian{txt}]
Link function    : {res}g(u) = {col 27}ln(u){col 51}{txt}[{res}Log{txt}]

{col 51}{help j_glmic##|_new:AIC}{col 67}={res}{col 70} 34.96791
{txt}Log pseudolikelihood{col 22}= {res}-16609.72586{txt}{col 51}{help j_glmic##|_new:BIC}{col 67}={res}{col 70} 7.95e+16

{txt}{ralign 84:(Std. err. adjusted for {res:48} clusters in {res:state_numident})}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}sai_detamt_clmtr~l{col 20}{c |} Coefficient{col 32}  std. err.{col 44}      z{col 52}   P>|z|{col 60}     [95% con{col 73}f. interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
gubapptauth_part~3 {c |}
{space 16}1  {c |}{col 20}{res}{space 2} .2314422{col 32}{space 2} .3329905{col 43}{space 1}    0.70{col 52}{space 3}0.487{col 60}{space 4}-.4212072{col 73}{space 3} .8840916
{txt}{space 16}2  {c |}{col 20}{res}{space 2} .0794037{col 32}{space 2} .4358037{col 43}{space 1}    0.18{col 52}{space 3}0.855{col 60}{space 4}-.7747558{col 73}{space 3} .9335632
{txt}{space 18} {c |}
{space 2}1.gov_biz_binary {c |}{col 20}{res}{space 2} .3534499{col 32}{space 2}  .401492{col 43}{space 1}    0.88{col 52}{space 3}0.379{col 60}{space 4}-.4334599{col 73}{space 3}  1.14036
{txt}{space 18} {c |}
gubapptauth_part~3#{c |}
{space 4}gov_biz_binary {c |}
{space 14}1 1  {c |}{col 20}{res}{space 2}-.8317449{col 32}{space 2} .4940552{col 43}{space 1}   -1.68{col 52}{space 3}0.092{col 60}{space 4}-1.800075{col 73}{space 3} .1365855
{txt}{space 14}2 1  {c |}{col 20}{res}{space 2}-1.318535{col 32}{space 2} .7603644{col 43}{space 1}   -1.73{col 52}{space 3}0.083{col 60}{space 4}-2.808822{col 73}{space 3}  .171752
{txt}{space 18} {c |}
1.uihead_biz_bin~y {c |}{col 20}{res}{space 2}-.2201944{col 32}{space 2} .3951669{col 43}{space 1}   -0.56{col 52}{space 3}0.577{col 60}{space 4}-.9947073{col 73}{space 3} .5543185
{txt}{space 18} {c |}
gubapptauth_part~3#{c |}
{space 1}uihead_biz_binary {c |}
{space 14}1 1  {c |}{col 20}{res}{space 2} .8549693{col 32}{space 2}  .482446{col 43}{space 1}    1.77{col 52}{space 3}0.076{col 60}{space 4}-.0906076{col 73}{space 3} 1.800546
{txt}{space 14}2 1  {c |}{col 20}{res}{space 2}-.4469011{col 32}{space 2} .6074585{col 43}{space 1}   -0.74{col 52}{space 3}0.462{col 60}{space 4}-1.637498{col 73}{space 3} .7436956
{txt}{space 18} {c |}
{space 6}electionyear {c |}{col 20}{res}{space 2} .1294907{col 32}{space 2} .0854389{col 43}{space 1}    1.52{col 52}{space 3}0.130{col 60}{space 4}-.0379664{col 73}{space 3} .2969479
{txt}{space 2}econideol_median {c |}{col 20}{res}{space 2} .6916639{col 32}{space 2} .3070889{col 43}{space 1}    2.25{col 52}{space 3}0.024{col 60}{space 4} .0897808{col 73}{space 3} 1.293547
{txt}{space 3}publicunion_cov {c |}{col 20}{res}{space 2} .0171893{col 32}{space 2} .0239571{col 43}{space 1}    0.72{col 52}{space 3}0.473{col 60}{space 4}-.0297657{col 73}{space 3} .0641443
{txt}{space 8}unemp_rate {c |}{col 20}{res}{space 2}-.0731917{col 32}{space 2} .0505315{col 43}{space 1}   -1.45{col 52}{space 3}0.147{col 60}{space 4}-.1722317{col 73}{space 3} .0258483
{txt}ln_uiadmin_budge~l {c |}{col 20}{res}{space 2} 1.002252{col 32}{space 2} .4665315{col 43}{space 1}    2.15{col 52}{space 3}0.032{col 60}{space 4} .0878671{col 73}{space 3} 1.916637
{txt}{space 7}ln_pop_size {c |}{col 20}{res}{space 2} .0296619{col 32}{space 2} .4560796{col 43}{space 1}    0.07{col 52}{space 3}0.948{col 60}{space 4}-.8642377{col 73}{space 3} .9235614
{txt}{space 2}ln_clmterror_est {c |}{col 20}{res}{space 2} .1534832{col 32}{space 2} .1862796{col 43}{space 1}    0.82{col 52}{space 3}0.410{col 60}{space 4} -.211618{col 73}{space 3} .5185845
{txt}ln_employerappea~t {c |}{col 20}{res}{space 2}-.6470443{col 32}{space 2} .1928941{col 43}{space 1}   -3.35{col 52}{space 3}0.001{col 60}{space 4} -1.02511{col 73}{space 3}-.2689789
{txt}{space 18} {c |}
{space 4}state_numident {c |}
{space 16}3  {c |}{col 20}{res}{space 2}-1.068241{col 32}{space 2} .3281044{col 43}{space 1}   -3.26{col 52}{space 3}0.001{col 60}{space 4}-1.711313{col 73}{space 3}-.4251679
{txt}{space 16}4  {c |}{col 20}{res}{space 2}-.8424614{col 32}{space 2} .5749136{col 43}{space 1}   -1.47{col 52}{space 3}0.143{col 60}{space 4}-1.969271{col 73}{space 3} .2843485
{txt}{space 16}5  {c |}{col 20}{res}{space 2}-4.699682{col 32}{space 2} 2.181164{col 43}{space 1}   -2.15{col 52}{space 3}0.031{col 60}{space 4}-8.974686{col 73}{space 3}-.4246783
{txt}{space 16}6  {c |}{col 20}{res}{space 2} .4240149{col 32}{space 2}  .814342{col 43}{space 1}    0.52{col 52}{space 3}0.603{col 60}{space 4}-1.172066{col 73}{space 3} 2.020096
{txt}{space 16}7  {c |}{col 20}{res}{space 2}-4.979891{col 32}{space 2} 1.358999{col 43}{space 1}   -3.66{col 52}{space 3}0.000{col 60}{space 4} -7.64348{col 73}{space 3}-2.316303
{txt}{space 16}8  {c |}{col 20}{res}{space 2}-3.895306{col 32}{space 2} .7895729{col 43}{space 1}   -4.93{col 52}{space 3}0.000{col 60}{space 4} -5.44284{col 73}{space 3}-2.347771
{txt}{space 16}9  {c |}{col 20}{res}{space 2} 1.349952{col 32}{space 2} .7205924{col 43}{space 1}    1.87{col 52}{space 3}0.061{col 60}{space 4}-.0623836{col 73}{space 3} 2.762287
{txt}{space 15}10  {c |}{col 20}{res}{space 2}-.4996481{col 32}{space 2}  .514993{col 43}{space 1}   -0.97{col 52}{space 3}0.332{col 60}{space 4}-1.509016{col 73}{space 3} .5097196
{txt}{space 15}11  {c |}{col 20}{res}{space 2}-4.747311{col 32}{space 2} .7911859{col 43}{space 1}   -6.00{col 52}{space 3}0.000{col 60}{space 4}-6.298007{col 73}{space 3}-3.196615
{txt}{space 15}12  {c |}{col 20}{res}{space 2}-1.339302{col 32}{space 2} .5170234{col 43}{space 1}   -2.59{col 52}{space 3}0.010{col 60}{space 4}-2.352649{col 73}{space 3} -.325955
{txt}{space 15}13  {c |}{col 20}{res}{space 2}-.7096029{col 32}{space 2} 1.093664{col 43}{space 1}   -0.65{col 52}{space 3}0.516{col 60}{space 4}-2.853145{col 73}{space 3}  1.43394
{txt}{space 15}14  {c |}{col 20}{res}{space 2} .1035989{col 32}{space 2} .6245135{col 43}{space 1}    0.17{col 52}{space 3}0.868{col 60}{space 4}-1.120425{col 73}{space 3} 1.327623
{txt}{space 15}15  {c |}{col 20}{res}{space 2}-1.632416{col 32}{space 2} .9272747{col 43}{space 1}   -1.76{col 52}{space 3}0.078{col 60}{space 4}-3.449841{col 73}{space 3} .1850094
{txt}{space 15}16  {c |}{col 20}{res}{space 2}-.9393093{col 32}{space 2} .5529544{col 43}{space 1}   -1.70{col 52}{space 3}0.089{col 60}{space 4} -2.02308{col 73}{space 3} .1444613
{txt}{space 15}18  {c |}{col 20}{res}{space 2}-.2977647{col 32}{space 2} .4639865{col 43}{space 1}   -0.64{col 52}{space 3}0.521{col 60}{space 4}-1.207162{col 73}{space 3} .6116321
{txt}{space 15}19  {c |}{col 20}{res}{space 2}-4.124477{col 32}{space 2}  1.24544{col 43}{space 1}   -3.31{col 52}{space 3}0.001{col 60}{space 4}-6.565494{col 73}{space 3} -1.68346
{txt}{space 15}20  {c |}{col 20}{res}{space 2}-4.184301{col 32}{space 2} 1.670406{col 43}{space 1}   -2.50{col 52}{space 3}0.012{col 60}{space 4}-7.458237{col 73}{space 3}-.9103656
{txt}{space 15}21  {c |}{col 20}{res}{space 2}-5.051719{col 32}{space 2} 1.663057{col 43}{space 1}   -3.04{col 52}{space 3}0.002{col 60}{space 4}-8.311251{col 73}{space 3}-1.792186
{txt}{space 15}22  {c |}{col 20}{res}{space 2}-.6471176{col 32}{space 2} 1.083241{col 43}{space 1}   -0.60{col 52}{space 3}0.550{col 60}{space 4}-2.770231{col 73}{space 3} 1.475996
{txt}{space 15}23  {c |}{col 20}{res}{space 2}-1.878937{col 32}{space 2} 1.301537{col 43}{space 1}   -1.44{col 52}{space 3}0.149{col 60}{space 4}-4.429902{col 73}{space 3} .6720287
{txt}{space 15}24  {c |}{col 20}{res}{space 2} .7928938{col 32}{space 2} .6337059{col 43}{space 1}    1.25{col 52}{space 3}0.211{col 60}{space 4} -.449147{col 73}{space 3} 2.034935
{txt}{space 15}25  {c |}{col 20}{res}{space 2}-.7632101{col 32}{space 2} .3694957{col 43}{space 1}   -2.07{col 52}{space 3}0.039{col 60}{space 4}-1.487408{col 73}{space 3}-.0390119
{txt}{space 15}26  {c |}{col 20}{res}{space 2} -3.60455{col 32}{space 2} .5660864{col 43}{space 1}   -6.37{col 52}{space 3}0.000{col 60}{space 4}-4.714059{col 73}{space 3}-2.495041
{txt}{space 15}27  {c |}{col 20}{res}{space 2}-2.247511{col 32}{space 2} .7170215{col 43}{space 1}   -3.13{col 52}{space 3}0.002{col 60}{space 4}-3.652847{col 73}{space 3}-.8421746
{txt}{space 15}28  {c |}{col 20}{res}{space 2}  .390796{col 32}{space 2} .4172101{col 43}{space 1}    0.94{col 52}{space 3}0.349{col 60}{space 4}-.4269207{col 73}{space 3} 1.208513
{txt}{space 15}29  {c |}{col 20}{res}{space 2}-4.114532{col 32}{space 2}  .669011{col 43}{space 1}   -6.15{col 52}{space 3}0.000{col 60}{space 4}-5.425769{col 73}{space 3}-2.803294
{txt}{space 15}30  {c |}{col 20}{res}{space 2}-1.766753{col 32}{space 2} 1.636733{col 43}{space 1}   -1.08{col 52}{space 3}0.280{col 60}{space 4} -4.97469{col 73}{space 3} 1.441184
{txt}{space 15}31  {c |}{col 20}{res}{space 2}-.8732325{col 32}{space 2} .7411352{col 43}{space 1}   -1.18{col 52}{space 3}0.239{col 60}{space 4}-2.325831{col 73}{space 3} .5793659
{txt}{space 15}32  {c |}{col 20}{res}{space 2}-6.278998{col 32}{space 2} 2.216671{col 43}{space 1}   -2.83{col 52}{space 3}0.005{col 60}{space 4}-10.62359{col 73}{space 3}-1.934403
{txt}{space 15}33  {c |}{col 20}{res}{space 2} .6398679{col 32}{space 2}  .868331{col 43}{space 1}    0.74{col 52}{space 3}0.461{col 60}{space 4} -1.06203{col 73}{space 3} 2.341765
{txt}{space 15}34  {c |}{col 20}{res}{space 2}-2.278424{col 32}{space 2} .8321643{col 43}{space 1}   -2.74{col 52}{space 3}0.006{col 60}{space 4}-3.909436{col 73}{space 3}-.6474119
{txt}{space 15}35  {c |}{col 20}{res}{space 2}-1.569227{col 32}{space 2} 1.022198{col 43}{space 1}   -1.54{col 52}{space 3}0.125{col 60}{space 4}-3.572697{col 73}{space 3} .4342441
{txt}{space 15}36  {c |}{col 20}{res}{space 2}-2.014485{col 32}{space 2} .4130358{col 43}{space 1}   -4.88{col 52}{space 3}0.000{col 60}{space 4}-2.824021{col 73}{space 3} -1.20495
{txt}{space 15}37  {c |}{col 20}{res}{space 2}-5.760149{col 32}{space 2} 1.621334{col 43}{space 1}   -3.55{col 52}{space 3}0.000{col 60}{space 4}-8.937906{col 73}{space 3}-2.582392
{txt}{space 15}38  {c |}{col 20}{res}{space 2}-1.159529{col 32}{space 2} 1.253391{col 43}{space 1}   -0.93{col 52}{space 3}0.355{col 60}{space 4}-3.616129{col 73}{space 3} 1.297071
{txt}{space 15}39  {c |}{col 20}{res}{space 2}-3.580751{col 32}{space 2}   1.0399{col 43}{space 1}   -3.44{col 52}{space 3}0.001{col 60}{space 4}-5.618918{col 73}{space 3}-1.542585
{txt}{space 15}40  {c |}{col 20}{res}{space 2} .3261829{col 32}{space 2} .7753896{col 43}{space 1}    0.42{col 52}{space 3}0.674{col 60}{space 4}-1.193553{col 73}{space 3} 1.845919
{txt}{space 15}41  {c |}{col 20}{res}{space 2}-2.617251{col 32}{space 2} .7433968{col 43}{space 1}   -3.52{col 52}{space 3}0.000{col 60}{space 4}-4.074282{col 73}{space 3} -1.16022
{txt}{space 15}42  {c |}{col 20}{res}{space 2}-.1698796{col 32}{space 2} .6283724{col 43}{space 1}   -0.27{col 52}{space 3}0.787{col 60}{space 4}-1.401467{col 73}{space 3} 1.061708
{txt}{space 15}43  {c |}{col 20}{res}{space 2} 1.857559{col 32}{space 2} 1.155707{col 43}{space 1}    1.61{col 52}{space 3}0.108{col 60}{space 4}-.4075847{col 73}{space 3} 4.122702
{txt}{space 15}44  {c |}{col 20}{res}{space 2}-.2847538{col 32}{space 2} .4289112{col 43}{space 1}   -0.66{col 52}{space 3}0.507{col 60}{space 4}-1.125404{col 73}{space 3} .5558967
{txt}{space 15}45  {c |}{col 20}{res}{space 2}-4.725673{col 32}{space 2}  1.23941{col 43}{space 1}   -3.81{col 52}{space 3}0.000{col 60}{space 4}-7.154871{col 73}{space 3}-2.296474
{txt}{space 15}46  {c |}{col 20}{res}{space 2}-1.469489{col 32}{space 2}   .94813{col 43}{space 1}   -1.55{col 52}{space 3}0.121{col 60}{space 4} -3.32779{col 73}{space 3} .3888112
{txt}{space 15}47  {c |}{col 20}{res}{space 2} -.263963{col 32}{space 2} 1.293595{col 43}{space 1}   -0.20{col 52}{space 3}0.838{col 60}{space 4}-2.799363{col 73}{space 3} 2.271437
{txt}{space 15}48  {c |}{col 20}{res}{space 2}-.6674713{col 32}{space 2} .3651859{col 43}{space 1}   -1.83{col 52}{space 3}0.068{col 60}{space 4}-1.383222{col 73}{space 3} .0482799
{txt}{space 15}49  {c |}{col 20}{res}{space 2}-1.565217{col 32}{space 2} .9878737{col 43}{space 1}   -1.58{col 52}{space 3}0.113{col 60}{space 4}-3.501414{col 73}{space 3} .3709798
{txt}{space 15}50  {c |}{col 20}{res}{space 2}-1.051996{col 32}{space 2} .7645412{col 43}{space 1}   -1.38{col 52}{space 3}0.169{col 60}{space 4}-2.550469{col 73}{space 3} .4464774
{txt}{space 18} {c |}
{space 14}year {c |}
{space 13}2003  {c |}{col 20}{res}{space 2} .5525855{col 32}{space 2} .2745419{col 43}{space 1}    2.01{col 52}{space 3}0.044{col 60}{space 4} .0144933{col 73}{space 3} 1.090678
{txt}{space 13}2004  {c |}{col 20}{res}{space 2} .7800098{col 32}{space 2} .4744509{col 43}{space 1}    1.64{col 52}{space 3}0.100{col 60}{space 4}-.1498968{col 73}{space 3} 1.709916
{txt}{space 13}2005  {c |}{col 20}{res}{space 2} .4700282{col 32}{space 2} .5689859{col 43}{space 1}    0.83{col 52}{space 3}0.409{col 60}{space 4}-.6451636{col 73}{space 3}  1.58522
{txt}{space 13}2006  {c |}{col 20}{res}{space 2} .3611673{col 32}{space 2} .4957372{col 43}{space 1}    0.73{col 52}{space 3}0.466{col 60}{space 4}-.6104597{col 73}{space 3} 1.332794
{txt}{space 13}2007  {c |}{col 20}{res}{space 2}  .434399{col 32}{space 2} .5304182{col 43}{space 1}    0.82{col 52}{space 3}0.413{col 60}{space 4}-.6052017{col 73}{space 3}    1.474
{txt}{space 13}2008  {c |}{col 20}{res}{space 2} .6537331{col 32}{space 2} .4953272{col 43}{space 1}    1.32{col 52}{space 3}0.187{col 60}{space 4}-.3170903{col 73}{space 3} 1.624556
{txt}{space 13}2009  {c |}{col 20}{res}{space 2} 1.483275{col 32}{space 2} .3811553{col 43}{space 1}    3.89{col 52}{space 3}0.000{col 60}{space 4} .7362246{col 73}{space 3} 2.230326
{txt}{space 13}2010  {c |}{col 20}{res}{space 2} 1.613243{col 32}{space 2} .4999564{col 43}{space 1}    3.23{col 52}{space 3}0.001{col 60}{space 4} .6333461{col 73}{space 3} 2.593139
{txt}{space 13}2011  {c |}{col 20}{res}{space 2} 1.392575{col 32}{space 2} .4889661{col 43}{space 1}    2.85{col 52}{space 3}0.004{col 60}{space 4} .4342188{col 73}{space 3} 2.350931
{txt}{space 13}2012  {c |}{col 20}{res}{space 2}  1.05036{col 32}{space 2} .4838142{col 43}{space 1}    2.17{col 52}{space 3}0.030{col 60}{space 4} .1021018{col 73}{space 3} 1.998619
{txt}{space 13}2013  {c |}{col 20}{res}{space 2} 1.192121{col 32}{space 2} .5069321{col 43}{space 1}    2.35{col 52}{space 3}0.019{col 60}{space 4} .1985525{col 73}{space 3}  2.18569
{txt}{space 13}2014  {c |}{col 20}{res}{space 2} .9081683{col 32}{space 2} .6215915{col 43}{space 1}    1.46{col 52}{space 3}0.144{col 60}{space 4}-.3101286{col 73}{space 3} 2.126465
{txt}{space 13}2015  {c |}{col 20}{res}{space 2} .6747075{col 32}{space 2} .7357617{col 43}{space 1}    0.92{col 52}{space 3}0.359{col 60}{space 4} -.767359{col 73}{space 3} 2.116774
{txt}{space 13}2016  {c |}{col 20}{res}{space 2} .2191154{col 32}{space 2} .8930325{col 43}{space 1}    0.25{col 52}{space 3}0.806{col 60}{space 4}-1.531196{col 73}{space 3} 1.969427
{txt}{space 13}2017  {c |}{col 20}{res}{space 2} .0171597{col 32}{space 2} .9917647{col 43}{space 1}    0.02{col 52}{space 3}0.986{col 60}{space 4}-1.926663{col 73}{space 3} 1.960983
{txt}{space 13}2018  {c |}{col 20}{res}{space 2} .4367857{col 32}{space 2} .6661828{col 43}{space 1}    0.66{col 52}{space 3}0.512{col 60}{space 4}-.8689086{col 73}{space 3}  1.74248
{txt}{space 13}2019  {c |}{col 20}{res}{space 2}  .276214{col 32}{space 2}  .699993{col 43}{space 1}    0.39{col 52}{space 3}0.693{col 60}{space 4}-1.095747{col 73}{space 3} 1.648175
{txt}{space 13}2020  {c |}{col 20}{res}{space 2} 1.955031{col 32}{space 2} .5270944{col 43}{space 1}    3.71{col 52}{space 3}0.000{col 60}{space 4}  .921945{col 73}{space 3} 2.988117
{txt}{space 13}2021  {c |}{col 20}{res}{space 2} 1.765626{col 32}{space 2} .6205754{col 43}{space 1}    2.85{col 52}{space 3}0.004{col 60}{space 4} .5493209{col 73}{space 3} 2.981932
{txt}{space 18} {c |}
{space 13}_cons {c |}{col 20}{res}{space 2} .2780898{col 32}{space 2} 6.937767{col 43}{space 1}    0.04{col 52}{space 3}0.968{col 60}{space 4}-13.31968{col 73}{space 3} 13.87586
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}       952{col 28}        .{col 39}-16609.73{col 50}    35{col 58} 33289.45{col 69}  33459.5
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] IC note}}.{p_end}

{com}. *
. *
. estimate store mC2
{txt}
{com}. *
. *
. *
. *
. *
. *
. estimates dir

{txt}{hline 13}{c TT}{hline 58}
             {c |}           Dependent  Number of        
        Name {c |} Command    variable     param.  Title 
{hline 13}{c +}{hline 58}
{ralign 12:{stata estimates replay mC1:mC1}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:glm}{col 26}{ralign 9:sai_detamt~l}{col 42}  98{col 48}{it:Generalized linear models}
{txt}{ralign 12:{stata estimates replay mC2:mC2}}{col 14}{txt:{c |}}{res}{col 16}{lalign 10:glm}{col 26}{ralign 9:sai_detamt~l}{col 42}  96{col 48}{it:Generalized linear models}
{txt}{hline 13}{c BT}{hline 58}

{com}. *
. *
. *
. 
. 
. 
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. ***** FIGURE C1: CONDITIONAL MARGINAL EFFECT OF BUSINESS EXPERIENCE [OR LACK THEREOF] ON CLAIMANT OVERPAYMENT ERROR DETECTION FROM MODEL C1 ESTIMATES [FULL SAMPLE] ******
. 
. 
. 
. 
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. **** FIGURE C1 [TOP PORTION: PARTISAN DISTINCTIONS]:  REPUBLICAN GOVERNORS  [FULL SAMPLE] ****
. 
. macro list _all
{txt}{p 0 16}
GLIST:{space 10}{res}{res}SGLM_s1 SGLM_ph SGLM_running SGLM_lf SGLM_lt SGLM_mu SGLM_vf SGLM_vt SGLM_f SGLM_p SGLM_a SGLM_m SGLM_y SGLM_L SGLM_V
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_1or2_uibiz:{break}
{res}6311
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_1or2_uibiz:{break}
{res}6173
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_1or2_govbiz:{break}
{res}4010
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_1or2_govbiz:{break}
{res}3983
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_1or2_nobiz:{break}
{res}4000
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_1or2_nobiz:{break}
{res}3985
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_2_uibiz:{break}
{res}13055
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_2_uibiz:{break}
{res}13055
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_1_uibiz:{break}
{res}4813
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_1_uibiz:{break}
{res}4636
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_0_uibiz:{break}
{res}8568
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_0_uibiz:{break}
{res}8353
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_2_govbiz:{break}
{res}3913
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_2_govbiz:{break}
{res}3913
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_1_govbiz:{break}
{res}4121
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_1_govbiz:{break}
{res}4116
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_0_govbiz:{break}
{res}6357
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_0_govbiz:{break}
{res}6173
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_2_nobiz_nobiz:{break}
{res}3682
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_2_nobiz_nobiz:{break}
{res}3682
{p_end}
{txt}{p 0 16}
ctiqr_r_rescaled3_1_nobiz_nobiz:{break}
{res}5715
{p_end}
{txt}{p 0 16}
ctiqr_f_rescaled3_1_nobiz_nobiz:{break}
{res}5715
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_1or2_nobiz:{break}
{res}3502582
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_1or2_nobiz:{break}
{res}3502582
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_2_uibiz:{break}
{res}34427966
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_2_uibiz:{break}
{res}34427966
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_1_uibiz:{break}
{res}2433603
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_1_uibiz:{break}
{res}2433603
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_0_uibiz:{break}
{res}2445806
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_0_uibiz:{break}
{res}2033445
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_2_govbiz:{break}
{res}2737062
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_2_govbiz:{break}
{res}2677858
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_1_govbiz:{break}
{res}2279663
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_1_govbiz:{break}
{res}2215361
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_0_govbiz:{break}
{res}2754960
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_0_govbiz:{break}
{res}2271029
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_2_nobiz_nobiz:{break}
{res}2750594
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_2_nobiz_nobiz:{break}
{res}2750594
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_1_nobiz_nobiz:{break}
{res}4054929
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_1_nobiz_nobiz:{break}
{res}4054929
{p_end}
{txt}{p 0 16}
amtiqr_r_rescaled3_0_nobiz_nobiz:{break}
{res}3404813
{p_end}
{txt}{p 0 16}
amtiqr_f_rescaled3_0_nobiz_nobiz:{break}
{res}2770153
{p_end}
{txt}{p 0 16}
S_level:{space 8}{res}{res}95
{p_end}
{txt}{p 0 16}
F1:{space 13}{res}{res}help advice;
{p_end}
{txt}{p 0 16}
F2:{space 13}{res}{res}describe;
{p_end}
{txt}{p 0 16}
F7:{space 13}{res}{res}save 
{p_end}
{txt}{p 0 16}
F8:{space 13}{res}{res}use 
{p_end}
{txt}{p 0 16}
S_ADO:{space 10}{res}{res}BASE;SITE;.;PERSONAL;PLUS;OLDPLACE
{p_end}
{txt}{p 0 16}
S_StataMP:{space 6}{res}{res}MP
{p_end}
{txt}{p 0 16}
S_StataSE:{space 6}{res}{res}SE
{p_end}
{txt}{p 0 16}
S_OS:{space 11}{res}{res}Windows
{p_end}
{txt}{p 0 16}
S_OSDTL:{space 8}{res}{res}64-bit
{p_end}
{txt}{p 0 16}
S_MACH:{space 9}{res}{res}PC (64-bit x86-64)
{p_end}
{txt}{p 0 16}
S_FN:{space 11}{res}{res}C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\Data Replication File Materials (JPART)\Data\Admin_Bias.MANUSCRIPT DATABASE.07-07-2025.dta
{p_end}
{txt}{p 0 16}
S_FNDATE:{space 7}{res}{res} 1 Feb 2026 16:31
{p_end}
{txt}
{com}. 
. ** REPUBLICAN GOVERNORS DIRECT APPOINTMENT: NEITHER GOVERNORS NOR UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** 
. 
. * Republican/Benefit Overpayment Error Detection/No Business Experience 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3*$amtiqr_f_rescaled3_1_nobiz_nobiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}4054929{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3 = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 618617.5{col 26}{space 2}  1215170{col 37}{space 1}    0.51{col 46}{space 3}0.611{col 54}{space 4} -1763072{col 67}{space 3}  3000307
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1a1 = 2, 2, 1, 1, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_f_rescaled3_1_nobiz_nobiz
{res}5715
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_1_nobiz_nobiz
{res}108.24452
{txt}
{com}. 
. *
. *
. *
. ** REPUBLICAN GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: GOVERNOR HAS BUSINESS EXPERIENCE ** 
. 
. * Republican/Benefit Overpayment Error Detection/Gov. Business Experience 
. 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_f_rescaled3_1_govbiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2215361{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.gov_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} -1657161{col 26}{space 2}  1017012{col 37}{space 1}   -1.63{col 46}{space 3}0.103{col 54}{space 4} -3650467{col 67}{space 3} 336145.1
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1a2 = 3, 2, 1, 2, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_f_rescaled3_1_govbiz
{res}4116
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_1_govbiz
{res}-402.61444
{txt}
{com}. 
. *
. *
. *
. ** REPUBLICAN GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: STATE UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** 
. 
. * Republican/Benefit Overpayment Error Detection/Agency Head Business Experience 
. 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_f_rescaled3_1_uibiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2433603{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  2101664{col 26}{space 2}  1159370{col 37}{space 1}    1.81{col 46}{space 3}0.070{col 54}{space 4}-170659.9{col 67}{space 3}  4373988
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1a3 = 4, 2, 1, 3, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_f_rescaled3_1_uibiz
{res}4636
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_1_uibiz
{res}453.33568
{txt}
{com}. *
. *
. *
. *
. *
. *
. *
. 
. 
. **** FIGURE C1 [MIDDLE PORTION: PARTISAN DISTINCTIONS]: DEMOCRATIC GOVERNORS  [FULL SAMPLE] ****
. 
. 
. ** DEMOCRATIC GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: NEITHER GOVERNORS NOR UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** 
. 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom  2.gubapptauth_partisan_rescaled3*$amtiqr_f_rescaled3_2_nobiz_nobiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2750594{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3 = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-1123.974{col 26}{space 2}  1139332{col 37}{space 1}   -0.00{col 46}{space 3}0.999{col 54}{space 4} -2234174{col 67}{space 3}  2231926
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1b1 = 8, 3, 1, 1, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_f_rescaled3_2_nobiz_nobiz
{res}3682
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_2_nobiz_nobiz
{res}-.30526192
{txt}
{com}. *
. *
. 
. ** DEMOCRATIC GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: GOVERNOR HAS BUSINESS EXPERIENCE ** 
. 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 2.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_f_rescaled3_2_govbiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2677858{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.gov_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} -3306200{col 26}{space 2}  1920423{col 37}{space 1}   -1.72{col 46}{space 3}0.085{col 54}{space 4} -7070160{col 67}{space 3} 457760.5
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1b2 = 9, 3, 1, 2, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. 
. *
. di $ctiqr_f_rescaled3_2_govbiz
{res}3913
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_2_govbiz
{res}-844.92705
{txt}
{com}. *
. *
. *
. 
. ** DEMOCRATIC GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: STATE UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** 
. 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_f_rescaled3_2_uibiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}3.44e+07{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-1.50e+07{col 26}{space 2} 2.13e+07{col 37}{space 1}   -0.71{col 46}{space 3}0.481{col 54}{space 4}-5.68e+07{col 67}{space 3} 2.67e+07
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1b3 = 10, 3, 1, 3, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $amtiqr_f_rescaled3_2_uibiz
{res}34427966
{txt}
{com}. di r(estimate)/$amtiqr_f_rescaled3_2_uibiz
{res}-.43643553
{txt}
{com}. *
. *
. *
. *
. *
. *
. *
. 
. **# Bookmark #1
. 
. 
. **** FIGURE C1 [BOTTOM PORTION: PARTISAN DISTINCTIONS]: DIFFERENTIAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT [FULL SAMPLE] ****
. 
. 
. 
. *** DIFFERENTIAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT: NEITHER GOVERNORS NOR UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3*$amtiqr_f_rescaled3_1_nobiz_nobiz - 2.gubapptauth_partisan_rescaled3*$amtiqr_f_rescaled3_2_nobiz_nobiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}4054929{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3 - 2750594{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3 = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 619741.4{col 26}{space 2}   760277{col 37}{space 1}    0.82{col 46}{space 3}0.415{col 54}{space 4}-870374.1{col 67}{space 3}  2109857
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1c1 = 14, 4, 1, 1, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_f_rescaled3_1or2_nobiz
{res}3985
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_1or2_nobiz
{res}155.51855
{txt}
{com}. 
. *
. *
. *
. 
. *
. 
. **** DIFFERENTIAL MARGINAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT: GOVERNOR HAS BUSINESS EXPERIENCE *** 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_f_rescaled3_1_govbiz - 2.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_f_rescaled3_2_govbiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2215361{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.gov_biz_binary - 2677858{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.gov_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  1649039{col 26}{space 2}  1916383{col 37}{space 1}    0.86{col 46}{space 3}0.390{col 54}{space 4} -2107004{col 67}{space 3}  5405081
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1c2 = 15, 4, 1, 2, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_f_rescaled3_1or2_govbiz
{res}3983
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_1or2_govbiz
{res}414.01921
{txt}
{com}. *
. *
. *
. 
. *** DIFFERENTIAL MARGINAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT: STATE UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** 
. estimate restore mC1
{txt}(results {stata estimates replay mC1:mC1} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_f_rescaled3_1_uibiz - 2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_f_rescaled3_2_uibiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2433603{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary - 3.44e+07{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1.71e+07{col 26}{space 2} 2.03e+07{col 37}{space 1}    0.84{col 46}{space 3}0.399{col 54}{space 4}-2.27e+07{col 67}{space 3} 5.69e+07
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC1c3 = 16, 4, 1, 3, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_f_rescaled3_1or2_uibiz
{res}6173
{txt}
{com}. di r(estimate)/$ctiqr_f_rescaled3_1or2_uibiz
{res}2774.5427
{txt}
{com}. *
. *
. *
. 
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. ***** FIGURE C2: CONDITIONAL MARGINAL EFFECT OF BUSINESS EXPERIENCE [OR LACK THEREOF] ON CLAIMANT OVERPAYMENT ERROR DETECTION FROM MODEL C2 ESTIMATES [RESTRICTED SAMPLE] ******
. 
. 
. 
. 
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. ****  FIGURE C2 [TOP PORTION: PARTISAN DISTINCTIONS]: REPUBLICAN GOVERNORS [RESTRICTED SAMPLE] ****
. 
. 
. 
. 
. 
. ** REPUBLICAN GOVERNORS DIRECT APPOINTMENT: NEITHER REPUBLICAN GOVERNORS NOR UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3*$amtiqr_r_rescaled3_1_nobiz_nobiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}4054929{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3 = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 938481.7{col 26}{space 2}  1350253{col 37}{space 1}    0.70{col 46}{space 3}0.487{col 54}{space 4} -1707965{col 67}{space 3}  3584929
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2a1 = 2, 2, 2, 1, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_1_nobiz_nobiz
{res}5715
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_1_nobiz_nobiz
{res}164.21378
{txt}
{com}. * 
. *
. *
. 
. ** REPUBLICAN GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: REPUBLICAN GOVERNOR HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_r_rescaled3_1_govbiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2279663{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.gov_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} -1896098{col 26}{space 2}  1126279{col 37}{space 1}   -1.68{col 46}{space 3}0.092{col 54}{space 4} -4103565{col 67}{space 3} 311368.9
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2a2 = 3, 2, 2, 2, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_1_govbiz
{res}4121
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_1_govbiz
{res}-460.1063
{txt}
{com}. * 
. *
. *
. 
. ** REPUBLICAN GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: STATE UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_r_rescaled3_1_uibiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2433603{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  2080656{col 26}{space 2}  1174082{col 37}{space 1}    1.77{col 46}{space 3}0.076{col 54}{space 4}-220502.9{col 67}{space 3}  4381814
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2a3 = 4, 2, 2, 3, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_1_uibiz
{res}4813
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_1_uibiz
{res}432.29914
{txt}
{com}. 
. * 
. *
. *
. 
. 
. 
. ****  FIGURE C2 [MIDDLE PORTION: PARTISAN DISTINCTIONS]: DEMOCRATIC GOVERNORS [RESTRICTED SAMPLE] ****
. 
. 
. 
. ** DEMOCRATIC GOVERNORS DIRECT APPOINTMENT: NEITHER GOVERNORS NOR UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 2.gubapptauth_partisan_rescaled3*$amtiqr_r_rescaled3_2_nobiz_nobiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2750594{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3 = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 218407.3{col 26}{space 2}  1198719{col 37}{space 1}    0.18{col 46}{space 3}0.855{col 54}{space 4} -2131039{col 67}{space 3}  2567853
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2b1 = 8, 3, 2, 1, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_2_nobiz_nobiz
{res}3682
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_2_nobiz_nobiz
{res}59.317559
{txt}
{com}. * 
. *
. *
. 
. 
. ** DEMOCRATIC GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: GOVERNOR HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 2.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_r_rescaled3_2_govbiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2737062{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.gov_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} -3608912{col 26}{space 2}  2081165{col 37}{space 1}   -1.73{col 46}{space 3}0.083{col 54}{space 4} -7687919{col 67}{space 3} 470095.9
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2b2 = 9, 3, 2, 2, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_2_govbiz
{res}3913
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_2_govbiz
{res}-922.28769
{txt}
{com}. * 
. *
. *
. *
. 
. ** DEMOCRATIC GOVERNORS DIRECT APPOINTMENT MARGINAL EFFECT: STATE UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_r_rescaled3_2_uibiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}3.44e+07{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-1.54e+07{col 26}{space 2} 2.09e+07{col 37}{space 1}   -0.74{col 46}{space 3}0.462{col 54}{space 4}-5.64e+07{col 67}{space 3} 2.56e+07
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2b3 = 10, 3, 2, 3, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_2_uibiz
{res}13055
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_2_uibiz
{res}-1178.5443
{txt}
{com}. * 
. *
. *
. *
. 
. 
. 
. 
. 
. ****  FIGURE C2 [BOTTOM PORTION] DIFFERENTIAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT  [RESTRICTED SAMPLE] **** 
. 
. 
. 
. *** DIFFERENTIAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT: NEITHER GOVERNORS NOR UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3*$amtiqr_r_rescaled3_1_nobiz_nobiz - 2.gubapptauth_partisan_rescaled3*$amtiqr_r_rescaled3_2_nobiz_nobiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}4054929{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3 - 2750594{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3 = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 720074.5{col 26}{space 2} 789311.3{col 37}{space 1}    0.91{col 46}{space 3}0.362{col 54}{space 4}-826947.3{col 67}{space 3}  2267096
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2c1 = 14, 4, 2, 1, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_1or2_nobiz
{res}4000
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_1or2_nobiz
{res}180.01862
{txt}
{com}. * 
. * 
. *
. *
. 
. *** DIFFERENTIAL MARGINAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT: GOVERNOR HAS BUSINESS EXPERIENCE *** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_r_rescaled3_1_govbiz - 2.gubapptauth_partisan_rescaled3#1.gov_biz_binary*$amtiqr_r_rescaled3_2_govbiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2279663{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.gov_biz_binary - 2737062{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.gov_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  1712814{col 26}{space 2}  1978493{col 37}{space 1}    0.87{col 46}{space 3}0.387{col 54}{space 4} -2164961{col 67}{space 3}  5590589
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2c2 = 15, 4, 2, 2, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_1or2_govbiz
{res}4010
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_1or2_govbiz
{res}427.13558
{txt}
{com}. * 
. *
. *
. 
. 
. 
. *** DIFFERENTIAL MARGINAL EFFECT BETWEEN REPUBLICAN GOVERNORS DIRECT APPOINTMENT - DEMOCRATIC GOVERNORS DIRECT APPOINTMENT: STATE UI AGENCY HEAD HAS BUSINESS EXPERIENCE ** {c -(}JHH: NEED TO UPDATE{c )-}
. estimate restore mC2
{txt}(results {stata estimates replay mC2:mC2} are active now)

{com}. lincom 1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_r_rescaled3_1_uibiz  - 2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary*$amtiqr_r_rescaled3_2_uibiz

{p 0 7}{space 1}{text:( 1)}{space 1} {res}2433603{res}*{res}[sai_detamt_clmtreal]1.gubapptauth_partisan_rescaled3#1.uihead_biz_binary - 3.44e+07{res}*{res}[sai_detamt_clmtreal]2.gubapptauth_partisan_rescaled3#1.uihead_biz_binary = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}sai_detamt~l{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1.75e+07{col 26}{space 2} 1.99e+07{col 37}{space 1}    0.88{col 46}{space 3}0.381{col 54}{space 4}-2.16e+07{col 67}{space 3} 5.65e+07
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. matrix mC2c3 = 16, 4, 2, 3, r(estimate), r(lb), r(ub), r(p)
{txt}
{com}. *
. di $ctiqr_r_rescaled3_1or2_uibiz
{res}6311
{txt}
{com}. di r(estimate)/$ctiqr_r_rescaled3_1or2_uibiz
{res}2767.6361
{txt}
{com}. * 
. *
. *
. 
. *
. *
. *
. *
. *
. *
. cd "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Output Files"
{res}C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Output Files
{txt}
{com}. 
. esttab mC1 mC2 using AppendixC_TableC1.02-01-2026.rtf, ///
> cells(b(star fmt(%9.3f)) se(par) p(fmt(3) par("[" "]"))) starl( * 0.10 ** 0.05 *** 0.010) label ///
> nonumbers mtitles("Model C1" "Model C2" )  ///
> stats(year ll aic bic pseudor N, fmt(2)) replace
{res}{txt}(output written to {browse  `"AppendixC_TableC1.02-01-2026.rtf"'})

{com}. 
. 
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. ************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. *************************************************************************************************************************************************************************************************************
. 
. 
. 
. **# PUTEXCEL: ESTIMATES FOR FIGURE C1 (State Agency Initiated Benefit Overpayment Error Detection: FULL SAMPLE)
. matrix row1 = 1, ., ., ., ., ., ., .
{txt}
{com}. matrix row5 = 5, ., ., ., ., ., ., .
{txt}
{com}. matrix row6 = 6, ., ., ., ., ., ., .
{txt}
{com}. matrix row7 = 7, ., ., ., ., ., ., .
{txt}
{com}. 
. matrix row10 = 10, ., ., ., ., ., ., .
{txt}
{com}. 
. matrix row11 = 11, ., ., ., ., ., ., .
{txt}
{com}. matrix row12 = 12, ., ., ., ., ., ., .
{txt}
{com}. matrix row13 = 13, ., ., ., ., ., ., .
{txt}
{com}. 
. matrix row16 = 16, ., ., ., ., ., ., .
{txt}
{com}. 
. 
. matrix figC1 = row1\mC1a1\mC1a2\mC1a3\row5\row6\row7\mC1b1\mC1b2\row10\row11\row12\row13\mC1c1\mC1c2\row16
{txt}
{com}. matrix colnames figC1= row partisan group business estimates lb ub p-value
{txt}
{com}. matrix list figC1
{res}
{txt}figC1[16,8]
           row    partisan       group    business   estimates          lb
r1 {res}          1           .           .           .           .           .
{txt}r1 {res}          2           2           1           1   618617.46  -1763072.1
{txt}r1 {res}          3           2           1           2    -1657161  -3650467.1
{txt}r1 {res}          4           2           1           3   2101664.2  -170659.89
{txt}r1 {res}          5           .           .           .           .           .
{txt}r1 {res}          6           .           .           .           .           .
{txt}r1 {res}          7           .           .           .           .           .
{txt}r1 {res}          8           3           1           1  -1123.9744  -2234174.1
{txt}r1 {res}          9           3           1           2  -3306199.5  -7070159.6
{txt}r1 {res}         10           .           .           .           .           .
{txt}r1 {res}         11           .           .           .           .           .
{txt}r1 {res}         12           .           .           .           .           .
{txt}r1 {res}         13           .           .           .           .           .
{txt}r1 {res}         14           4           1           1   619741.43  -870374.07
{txt}r1 {res}         15           4           1           2   1649038.5  -2107003.8
{txt}r1 {res}         16           .           .           .           .           .

{txt}            ub     p-value
r1 {res}          .           .
{txt}r1 {res}    3000307   .61069691
{txt}r1 {res}  336145.06   .10321956
{txt}r1 {res}  4373988.4   .06986831
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}  2231926.1   .99921287
{txt}r1 {res}   457760.5   .08514208
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}  2109856.9   .41498521
{txt}r1 {res}  5405080.8   .38951617
{txt}r1 {res}          .           .
{reset}
{com}. 
. putexcel set "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC1-02-01-2026.xlsx", sheet("lincomresults") replace
{res}{p}{txt}{txt}note: file will be replaced when the first {cmd:putexcel} command is issued.{p_end}

{com}. putexcel A1= matrix(figC1), colnames 
{res}{txt}file {bf:C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC1-02-01-2026.xlsx} saved

{com}. 
. 
. 
. 
. 
. **# PUTEXCEL: ESTIMATES FOR FIGURE C2 (State Agency Initiated Benefit Overpayment Error Detection: RESTRICTED SAMPLE)
. 
. matrix figC2 = row1\mC2a1\mC2a2\mC2a3\row5\row6\row7\mC2b1\mC2b2\row10\row11\row12\row13\mC2c1\mC2c2\row16
{txt}
{com}. matrix colnames figC2= row partisan group business estimates lb ub p-value
{txt}
{com}. matrix list figC2
{res}
{txt}figC2[16,8]
           row    partisan       group    business   estimates          lb
r1 {res}          1           .           .           .           .           .
{txt}r1 {res}          2           2           2           1   938481.74  -1707965.3
{txt}r1 {res}          3           2           2           2  -1896098.1    -4103565
{txt}r1 {res}          4           2           2           3   2080655.8  -220502.86
{txt}r1 {res}          5           .           .           .           .           .
{txt}r1 {res}          6           .           .           .           .           .
{txt}r1 {res}          7           .           .           .           .           .
{txt}r1 {res}          8           3           2           1   218407.25  -2131038.7
{txt}r1 {res}          9           3           2           2  -3608911.7  -7687919.3
{txt}r1 {res}         10           .           .           .           .           .
{txt}r1 {res}         11           .           .           .           .           .
{txt}r1 {res}         12           .           .           .           .           .
{txt}r1 {res}         13           .           .           .           .           .
{txt}r1 {res}         14           4           2           1   720074.49  -826947.29
{txt}r1 {res}         15           4           2           2   1712813.7  -2164961.2
{txt}r1 {res}         16           .           .           .           .           .

{txt}            ub     p-value
r1 {res}          .           .
{txt}r1 {res}  3584928.8   .48702933
{txt}r1 {res}   311368.9   .09227718
{txt}r1 {res}  4381814.4   .07636879
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}  2567853.2   .85542534
{txt}r1 {res}  470095.88   .08290339
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}          .           .
{txt}r1 {res}  2267096.3   .36162031
{txt}r1 {res}  5590588.5   .38664573
{txt}r1 {res}          .           .
{reset}
{com}. 
. putexcel set "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC2-02-01-2026.xlsx", sheet("lincomresults") replace
{res}{p}{txt}{txt}note: file will be replaced when the first {cmd:putexcel} command is issued.{p_end}

{com}. putexcel A1= matrix(figC2), colnames 
{res}{txt}file {bf:C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC2-02-01-2026.xlsx} saved

{com}. 
. 
. 
. 
. 
. 
. save "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\Data Replication File Materials (JPART)\Data\Statistical Database_admin_bias.APPENDIX C.02-01-2026.dta", replace
{txt}{p 0 4 2}
file {bf}
C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\Data Replication File Materials (JPART)\Data\Statistical Database_admin_bias.APPENDIX C.02-01-2026.dta{rm}
saved
{p_end}

{com}. 
. 
. *
. *
. *
. *
. *
. 
. **************************************************************************
. ** Set Default Graphics Settings
. 
. 
. **# Generate Graph "Figure C1" 
. import excel "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC1-02-01-2026.xlsx", firstrow clear
{res}{text}(8 vars, 16 obs)

{com}. 
. set scheme stcolor
{txt}
{com}. graph set window fontface "Cambria Math"
{txt}
{com}. 
. twoway (rcap lb ub row, lpattern(solid) horizontal) ///
> (scatter row estimates if partisan==2 & business==1, mcolor(red) msymbol(square) msize(medsmall)) ///
> (scatter row estimates if partisan==2 & business==2, mcolor(red) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==2 & business==3, mcolor(red) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==3 & business==1, mcolor(blue) msymbol(square) msize(medsmall)) ///
> (scatter row estimates if partisan==3 & business==2, mcolor(blue) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==3 & business==3, mcolor(blue) msymbol(none) msize(medsmall)) ///
> (scatter row estimates if partisan==4 & business==1, mcolor(purple) msymbol(square) msize(medsmall)) ///
> (scatter row estimates if partisan==4 & business==2, mcolor(purple) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==4 & business==3, mcolor(purple) msymbol(square_hollow) msize(medsmall)) ///
> , xline(0, lcolor(red) lpattern(shortdash))  ///
> text(10 0 "NR", place(w) size(small)) ///
> text(16 0 "NR", place(w) size(small)) ///
> text(0.7 -8100000 "{c -(}bf: Republican Gov. Direct Appointment{c )-}",place(w) size(medsmall)) ///
> text(6.5 -8100000 "{c -(}bf: Democratic Gov. Direct Appointment{c )-}",place(w) size(medsmall)) ///
> text(12.5 -8050000 "{c -(}bf: Republican - Democratic Gov. Difference{c )-}",place(w) size(medsmall)) ///
> note("Note: NR refers to Not Reported due to excessively imprecise estimates", pos(7)) ///
> ylabel(2 "No Business Experience" 3 "Governor's Business Experience"4 "Agency Head's Business Experience" 8 "No Business Experience" 9 "Governor's Business Experience" 10 "Agency Head's Business Experience" 14 "No Business Experience" 15 "Governor's Business Experience" 16 "Agency Head's Business Experience" ///
> ,angle(0) labsize(medsmall) nogrid noticks)  ///
> legend(off)  ///
> xlabel(-8000000 "-$8"  -6000000 "-$6" -4000000 "-$4" -2000000 "-$2" 0 "$0" 2000000 "$2" 4000000 "$4", labsize(medsmall)) ///
> yscale(reverse) graphregion(margin(l+5 r+2))  scale(0.9)  ///
> title(" {c -(}bf:Figure C1 Conditional Appointment Authority Effects{c )-}" "{c -(}bf:on Agency Initiated Benefit Overpayment Error Detection{c )-}" "{c -(}bf: by Governors and Agency Heads' Business Experience{c )-}" , size(large) span)  ///
> subtitle("(Unemployment Insurance Agency Heads in the American States, 2002-2021 [FULL SAMPLE])", size(medsmall) span margin(t+0.2 b+5)) ///
> xtitle("Agency Initiated Benefit Overpayment Detection (Millions)", size(medsmall) margin(medium)) ytitle("") 
{res}{txt}
{com}. 
. graph save "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC1-02-01-2026", replace
{res}{txt}file {bf:C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC1-02-01-2026.gph} saved

{com}. 
. 
. 
. 
. 
. 
. 
. **# Generate Graph "Figure C2" 
. 
. import excel "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC2-02-01-2026.xlsx", firstrow clear
{res}{text}(8 vars, 16 obs)

{com}. 
. set scheme stcolor
{txt}
{com}. graph set window fontface "Cambria Math"
{txt}
{com}. 
. twoway (rcap lb ub row, lpattern(solid) horizontal) ///
> (scatter row estimates if partisan==2 & business==1, mcolor(red) msymbol(square) msize(medsmall)) ///
> (scatter row estimates if partisan==2 & business==2, mcolor(red) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==2 & business==3, mcolor(red) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==3 & business==1, mcolor(blue) msymbol(square) msize(medsmall)) ///
> (scatter row estimates if partisan==3 & business==2, mcolor(blue) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==3 & business==3, mcolor(blue) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==4 & business==1, mcolor(purple) msymbol(square) msize(medsmall)) ///
> (scatter row estimates if partisan==4 & business==2, mcolor(purple) msymbol(square_hollow) msize(medsmall)) ///
> (scatter row estimates if partisan==4 & business==3, mcolor(purple) msymbol(square_hollow) msize(medsmall)) ///
> , xline(0, lcolor(red) lpattern(shortdash))  ///
> text(10 0 "NR", place(w) size(small)) ///
> text(16 0 "NR", place(w) size(small)) ///
> text(0.7 -8100000 "{c -(}bf: Republican Gov. Direct Appointment{c )-}",place(w) size(medsmall)) ///
> text(6.5 -8100000 "{c -(}bf: Democratic Gov. Direct Appointment{c )-}",place(w) size(medsmall)) ///
> text(12.5 -8050000 "{c -(}bf: Republican - Democratic Gov. Difference{c )-}",place(w) size(medsmall)) ///
> note("Note: NR refers to Not Reported due to excessively imprecise estimates", pos(7)) ///
> ylabel(2 "No Business Experience" 3 "Governor's Business Experience"4 "Agency Head's Business Experience" 8 "No Business Experience" 9 "Governor's Business Experience" 10 "Agency Head's Business Experience" 14 "No Business Experience" 15 "Governor's Business Experience" 16 "Agency Head's Business Experience" ///
> ,angle(0) labsize(medsmall) nogrid noticks)  ///
> legend(off)  ///
> xlabel(-8000000 "-$8"  -6000000 "-$6" -4000000 "-$4" -2000000 "-$2" 0 "$0" 2000000 "$2" 4000000 "$4", labsize(medsmall)) ///
> yscale(reverse) graphregion(margin(l+5 r+2))  scale(0.9) ///
> title(" {c -(}bf:Figure C2 Conditional Appointment Authority Effects{c )-}" "{c -(}bf:on Agency Initiated Benefit Overpayment Error Detection{c )-}" "{c -(}bf: by Governors and Agency Heads' Business Experience{c )-}" , size(large) span)  ///
> subtitle("(Unemployment Insurance Agency Heads in the American States, 2002-2021 [RESTRICTED SAMPLE])", size(medsmall) span margin(t+0.2 b+5)) ///
> xtitle("Agency Initiated Benefit Overpayment Detection (Constant 2010 Millions)", size(medsmall) margin(medium)) ytitle("") 
{res}{txt}
{com}. 
. 
. 
. graph save "C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC2-02-01-2026", replace
{res}{txt}file {bf:C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\JPART R&R\Statistics\Graphics Files\FigC2-02-01-2026.gph} saved

{com}. 
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. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\hongj\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Administrative Inequality Bias (Paper #1)\Data Replication File Materials (JPART)\Output\Administrative Bias.APPENDIX C.02-01-2026.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 1 Feb 2026, 17:45:08
{txt}{.-}
{smcl}
{txt}{sf}{ul off}